From a67e0e47aec5dabcb8c519fa971334a91cecc2a2 Mon Sep 17 00:00:00 2001 From: Sanchit Gandhi <93869735+sanchit-gandhi@users.noreply.github.com> Date: Tue, 26 Mar 2024 13:58:39 +0000 Subject: [PATCH 01/10] Add support for distil-large-v3 (#755) * add distil-large-v3 * Update README.md * use fp16 weights from Systran --- README.md | 21 ++++++++++++++------- faster_whisper/utils.py | 1 + 2 files changed, 15 insertions(+), 7 deletions(-) diff --git a/README.md b/README.md index e81e3a2f..dbd69ee1 100644 --- a/README.md +++ b/README.md @@ -159,18 +159,25 @@ for segment in segments: segments, _ = model.transcribe("audio.mp3") segments = list(segments) # The transcription will actually run here. ``` -### Faster-distil-whisper -For usage of `faster-distil-whisper`, please refer to: https://github.com/guillaumekln/faster-whisper/issues/533 +### Faster Distil-Whisper + +The Distil-Whisper checkpoints are compatible with the Faster-Whisper package. In particular, the latest [distil-large-v3](https://huggingface.co/distil-whisper/distil-large-v3) +checkpoint is intrinsically designed to work with the Faster-Whisper transcription algorithm. The following code snippet +demonstrates how to run inference with distil-large-v3 on a specified audio file: ```python -model_size = "distil-large-v2" -# model_size = "distil-medium.en" +from faster_whisper import WhisperModel + +model_size = "distil-large-v3" + model = WhisperModel(model_size, device="cuda", compute_type="float16") -segments, info = model.transcribe("audio.mp3", beam_size=5, - language="en", max_new_tokens=128, condition_on_previous_text=False) +segments, info = model.transcribe("audio.mp3", beam_size=5, language="en", condition_on_previous_text=False) +for segment in segments: + print("[%.2fs -> %.2fs] %s" % (segment.start, segment.end, segment.text)) ``` -NOTE: Empirically, `condition_on_previous_text=True` will degrade the performance of `faster-distil-whisper` for long audio. Degradation on the first chunk was observed with `initial_prompt` too. + +For more information about the distil-large-v3 model, refer to the original [model card](https://huggingface.co/distil-whisper/distil-large-v3). ### Word-level timestamps diff --git a/faster_whisper/utils.py b/faster_whisper/utils.py index 0b5f3755..1abf8089 100644 --- a/faster_whisper/utils.py +++ b/faster_whisper/utils.py @@ -25,6 +25,7 @@ "distil-large-v2": "Systran/faster-distil-whisper-large-v2", "distil-medium.en": "Systran/faster-distil-whisper-medium.en", "distil-small.en": "Systran/faster-distil-whisper-small.en", + "distil-large-v3": "Systran/faster-distil-whisper-large-v3", } From e0c3a9ed34f77db5c6e2e8432bb0d1ccb155e1af Mon Sep 17 00:00:00 2001 From: trungkienbkhn Date: Wed, 27 Mar 2024 14:31:17 +0700 Subject: [PATCH 02/10] Update project github link to SYSTRAN (#746) --- CONTRIBUTING.md | 2 +- LICENSE | 2 +- README.md | 12 ++++++------ faster_whisper/utils.py | 2 +- setup.py | 2 +- 5 files changed, 10 insertions(+), 10 deletions(-) diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index 379b9ad5..8d6a9c24 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -7,7 +7,7 @@ Contributions are welcome! Here are some pointers to help you install the librar We recommend installing the module in editable mode with the `dev` extra requirements: ```bash -git clone https://github.com/guillaumekln/faster-whisper.git +git clone https://github.com/SYSTRAN/faster-whisper.git cd faster-whisper/ pip install -e .[dev] ``` diff --git a/LICENSE b/LICENSE index 62f34be2..2d92330d 100644 --- a/LICENSE +++ b/LICENSE @@ -1,6 +1,6 @@ MIT License -Copyright (c) 2023 Guillaume Klein +Copyright (c) 2023 SYSTRAN Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal diff --git a/README.md b/README.md index dbd69ee1..037bad8c 100644 --- a/README.md +++ b/README.md @@ -1,4 +1,4 @@ -[![CI](https://github.com/guillaumekln/faster-whisper/workflows/CI/badge.svg)](https://github.com/guillaumekln/faster-whisper/actions?query=workflow%3ACI) [![PyPI version](https://badge.fury.io/py/faster-whisper.svg)](https://badge.fury.io/py/faster-whisper) +[![CI](https://github.com/SYSTRAN/faster-whisper/workflows/CI/badge.svg)](https://github.com/SYSTRAN/faster-whisper/actions?query=workflow%3ACI) [![PyPI version](https://badge.fury.io/py/faster-whisper.svg)](https://badge.fury.io/py/faster-whisper) # Faster Whisper transcription with CTranslate2 @@ -14,7 +14,7 @@ For reference, here's the time and memory usage that are required to transcribe * [openai/whisper](https://github.com/openai/whisper)@[6dea21fd](https://github.com/openai/whisper/commit/6dea21fd7f7253bfe450f1e2512a0fe47ee2d258) * [whisper.cpp](https://github.com/ggerganov/whisper.cpp)@[3b010f9](https://github.com/ggerganov/whisper.cpp/commit/3b010f9bed9a6068609e9faf52383aea792b0362) -* [faster-whisper](https://github.com/guillaumekln/faster-whisper)@[cce6b53e](https://github.com/guillaumekln/faster-whisper/commit/cce6b53e4554f71172dad188c45f10fb100f6e3e) +* [faster-whisper](https://github.com/SYSTRAN/faster-whisper)@[cce6b53e](https://github.com/SYSTRAN/faster-whisper/commit/cce6b53e4554f71172dad188c45f10fb100f6e3e) ### Large-v2 model on GPU @@ -117,13 +117,13 @@ pip install faster-whisper ### Install the master branch ```bash -pip install --force-reinstall "faster-whisper @ https://github.com/guillaumekln/faster-whisper/archive/refs/heads/master.tar.gz" +pip install --force-reinstall "faster-whisper @ https://github.com/SYSTRAN/faster-whisper/archive/refs/heads/master.tar.gz" ``` ### Install a specific commit ```bash -pip install --force-reinstall "faster-whisper @ https://github.com/guillaumekln/faster-whisper/archive/a4f1cc8f11433e454c3934442b5e1a4ed5e865c3.tar.gz" +pip install --force-reinstall "faster-whisper @ https://github.com/SYSTRAN/faster-whisper/archive/a4f1cc8f11433e454c3934442b5e1a4ed5e865c3.tar.gz" ``` @@ -197,7 +197,7 @@ The library integrates the [Silero VAD](https://github.com/snakers4/silero-vad) segments, _ = model.transcribe("audio.mp3", vad_filter=True) ``` -The default behavior is conservative and only removes silence longer than 2 seconds. See the available VAD parameters and default values in the [source code](https://github.com/guillaumekln/faster-whisper/blob/master/faster_whisper/vad.py). They can be customized with the dictionary argument `vad_parameters`: +The default behavior is conservative and only removes silence longer than 2 seconds. See the available VAD parameters and default values in the [source code](https://github.com/SYSTRAN/faster-whisper/blob/master/faster_whisper/vad.py). They can be customized with the dictionary argument `vad_parameters`: ```python segments, _ = model.transcribe( @@ -220,7 +220,7 @@ logging.getLogger("faster_whisper").setLevel(logging.DEBUG) ### Going further -See more model and transcription options in the [`WhisperModel`](https://github.com/guillaumekln/faster-whisper/blob/master/faster_whisper/transcribe.py) class implementation. +See more model and transcription options in the [`WhisperModel`](https://github.com/SYSTRAN/faster-whisper/blob/master/faster_whisper/transcribe.py) class implementation. ## Community integrations diff --git a/faster_whisper/utils.py b/faster_whisper/utils.py index 1abf8089..93ade3a4 100644 --- a/faster_whisper/utils.py +++ b/faster_whisper/utils.py @@ -53,7 +53,7 @@ def download_model( """Downloads a CTranslate2 Whisper model from the Hugging Face Hub. Args: - size_or_id: Size of the model to download from https://huggingface.co/guillaumekln + size_or_id: Size of the model to download from https://huggingface.co/Systran (tiny, tiny.en, base, base.en, small, small.en medium, medium.en, large-v1, large-v2, large-v3, large), or a CTranslate2-converted model ID from the Hugging Face Hub (e.g. Systran/faster-whisper-large-v3). diff --git a/setup.py b/setup.py index 1deca3bc..782f1b27 100644 --- a/setup.py +++ b/setup.py @@ -37,7 +37,7 @@ def get_requirements(path): long_description=get_long_description(), long_description_content_type="text/markdown", author="Guillaume Klein", - url="https://github.com/guillaumekln/faster-whisper", + url="https://github.com/SYSTRAN/faster-whisper", classifiers=[ "Development Status :: 4 - Beta", "Intended Audience :: Developers", From 8ae82c8372c7deab3ee0dc21cbe4c70a2ee9803a Mon Sep 17 00:00:00 2001 From: Purfview <69023953+Purfview@users.noreply.github.com> Date: Tue, 2 Apr 2024 17:18:12 +0100 Subject: [PATCH 03/10] Bugfix: code breaks if audio is empty (#768) * Bugfix: code breaks if audio is empty Regression since https://github.com/SYSTRAN/faster-whisper/pull/732 PR --- faster_whisper/transcribe.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/faster_whisper/transcribe.py b/faster_whisper/transcribe.py index 1c002ed4..34cd2715 100644 --- a/faster_whisper/transcribe.py +++ b/faster_whisper/transcribe.py @@ -356,7 +356,7 @@ def transcribe( features.shape[-1] - self.feature_extractor.nb_max_frames ) while ( - seek < content_frames + seek <= content_frames and seek < self.feature_extractor.nb_max_frames * language_detection_segments ): From b024972a566c1a61279548b3db1d7249cc1d0151 Mon Sep 17 00:00:00 2001 From: Purfview <69023953+Purfview@users.noreply.github.com> Date: Tue, 2 Apr 2024 17:20:34 +0100 Subject: [PATCH 04/10] Foolproof: Disable VAD if clip_timestamps is in use (#769) * Foolproof: Disable VAD if clip_timestamps is in use Prevent silly things to happen. --- faster_whisper/transcribe.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/faster_whisper/transcribe.py b/faster_whisper/transcribe.py index 34cd2715..337cc428 100644 --- a/faster_whisper/transcribe.py +++ b/faster_whisper/transcribe.py @@ -280,6 +280,7 @@ def transcribe( clip_timestamps: Union[str, List[float]] Comma-separated list start,end,start,end,... timestamps (in seconds) of clips to process. The last end timestamp defaults to the end of the file. + vad_filter will be ignored if clip_timestamps is used. hallucination_silence_threshold: Optional[float] When word_timestamps is True, skip silent periods longer than this threshold (in seconds) when a possible hallucination is detected @@ -305,7 +306,7 @@ def transcribe( "Processing audio with duration %s", format_timestamp(duration) ) - if vad_filter: + if vad_filter and clip_timestamps == "0": if vad_parameters is None: vad_parameters = VadOptions() elif isinstance(vad_parameters, dict): From 91c8307aa6b305dcaf12fc112b0187ee0d512b00 Mon Sep 17 00:00:00 2001 From: otakutyrant <64188229+otakutyrant@users.noreply.github.com> Date: Wed, 3 Apr 2024 00:22:22 +0800 Subject: [PATCH 05/10] make faster_whisper.assets as a valid python package to distribute (#772) (#774) --- faster_whisper/assets/__init__.py | 0 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 faster_whisper/assets/__init__.py diff --git a/faster_whisper/assets/__init__.py b/faster_whisper/assets/__init__.py new file mode 100644 index 00000000..e69de29b From e288337c1c0a71a338825d5fe43e3ee34bbfd09e Mon Sep 17 00:00:00 2001 From: jiltseb Date: Mon, 8 Apr 2024 13:43:26 +0000 Subject: [PATCH 06/10] adding vad model and defaults for language detection --- faster_whisper/transcribe.py | 96 ++++++++++++++++++++++++++++++------ 1 file changed, 82 insertions(+), 14 deletions(-) diff --git a/faster_whisper/transcribe.py b/faster_whisper/transcribe.py index ad817d03..3d1378be 100644 --- a/faster_whisper/transcribe.py +++ b/faster_whisper/transcribe.py @@ -1,5 +1,6 @@ import itertools import json, jsons +import hashlib import logging import os import zlib @@ -11,8 +12,9 @@ import ctranslate2 import numpy as np -import tokenizers - +import tokenizers, tqdm +import urllib +from pyannote.audio import Model from faster_whisper.audio import decode_audio, pad_or_trim from faster_whisper.feature_extractor import FeatureExtractor from faster_whisper.tokenizer import _LANGUAGE_CODES, Tokenizer @@ -22,6 +24,8 @@ VadOptions, collect_chunks, get_speech_timestamps, + VoiceActivitySegmentation, + merge_chunks ) import torch @@ -126,7 +130,13 @@ def __init__( self.preset_language = language self._batch_size = kwargs.pop("batch_size", None) self._num_workers = 1 + self.vad_onset = 0.500 + self.vad_offset = 0.363 + self.vad_model_url = "https://whisperx.s3.eu-west-2.amazonaws.com/model_weights/segmentation/0b5b3216d60a2d32fc086b47ea8c67589aaeb26b7e07fcbe620d6d0b83e209ea/pytorch_model.bin" + #load vad model and perform VAD preprocessing if needed + self.vad_model = self.load_vad_model(vad_onset=self.vad_onset, vad_offset=self.vad_offset) + self.chunk_size = 30 #VAD merging size self._preprocess_params, self._forward_params, self._postprocess_params = self._sanitize_parameters(**kwargs) self.call_count = 0 self.framework = framework @@ -231,6 +241,50 @@ def audio_split(self, audio, segments, sampling_rate): f2 = int(seg['end'] * sampling_rate) yield {'inputs': audio[f1:f2]} + #The code below is adapted from whisper-x + def load_vad_model(self, vad_onset=0.500, vad_offset=0.363, use_auth_token=None): + model_dir = torch.hub._get_torch_home() + os.makedirs(model_dir, exist_ok = True) + model_fp = os.path.join(model_dir, "whisperx-vad-segmentation.bin") + if os.path.exists(model_fp) and not os.path.isfile(model_fp): + raise RuntimeError(f"{model_fp} exists and is not a regular file") + + if not os.path.isfile(model_fp): + with urllib.request.urlopen(self.vad_model_url) as source, open(model_fp, "wb") as output: + with tqdm( + total=int(source.info().get("Content-Length")), + ncols=80, + unit="iB", + unit_scale=True, + unit_divisor=1024, + ) as loop: + while True: + buffer = source.read(8192) + if not buffer: + break + + output.write(buffer) + loop.update(len(buffer)) + + model_bytes = open(model_fp, "rb").read() + if hashlib.sha256(model_bytes).hexdigest() != self.vad_model_url.split('/')[-2]: + raise RuntimeError( + "Model has been downloaded but the SHA256 checksum does not not match. Please retry loading the model." + ) + + #or use silero VAD + vad_model = Model.from_pretrained(model_fp, use_auth_token=use_auth_token) + hyperparameters = { + "onset": vad_onset, + "offset": vad_offset, + "min_duration_on": 0.1, + "min_duration_off": 0.1 + } + vad_pipeline = VoiceActivitySegmentation(segmentation=vad_model, device=self.device) + vad_pipeline.instantiate(hyperparameters) + return vad_pipeline + + def transcribe( self, audio: Union[str, np.ndarray], @@ -274,7 +328,7 @@ def transcribe( audio: complete audio file as numpy array/path to the audio file for batched transcription. vad_segments: list of dictionaries each containing "start" and "end" keys, specifying the start and end voiced regions of audio chunks. - If no vad_segments specified, it performs non-batched transcribe, causing speed degradation. + If no vad_segments specified, it performs transcription only on first 30 seconds. batch_size: the maximum number of parallel requests to model for decoding. num_workers: to enable true parallelism when running the model, same as the transcribe function argument in WhisperModel class. @@ -367,8 +421,13 @@ def transcribe( #if no segment split is provided, consider a single vad segment from start to end. No benefit in this case. if not vad_segments: - end_time = len(audio)/sampling_rate - vad_segments = [{'start':0.0, 'end': end_time}] + + vad_segments = self.vad_model({"waveform": torch.from_numpy(audio).unsqueeze(0), "sample_rate": 16000}) + vad_segments = merge_chunks( vad_segments, + self.chunk_size, + onset=self.vad_onset, + offset=self.vad_offset, + ) language, language_probability, task = self.get_language_and_tokenizer(audio, task, language) batch_size = batch_size or self._batch_size @@ -448,7 +507,7 @@ def detect_language(self, audio: np.ndarray): self.model.logger.info(f"Detected language: {language} ({language_probability:.2f}) in first 30s of audio...") return language, language_probability - def detect_language_multi_segment(self, audio: Union[str, BinaryIO, np.ndarray], params: dict): + def detect_language_multi_segment(self, audio: Union[str, BinaryIO, np.ndarray], params: Optional[dict] = None ): return self.model.detect_language_multi_segment(audio, params) @@ -1614,7 +1673,7 @@ def decode_batch(tokens: List[List[int]]) -> str: text = decode_batch(tokens_batch) return text - def detect_language_multi_segment(self, audio: Union[str, BinaryIO, np.ndarray], params: dict): + def detect_language_multi_segment(self, audio: Union[str, BinaryIO, np.ndarray], params: Optional[dict]=None): """ Language detection function - detect language based on N highly-confident segments of a language in the audio. @@ -1622,15 +1681,24 @@ def detect_language_multi_segment(self, audio: Union[str, BinaryIO, np.ndarray], # The threshold is used to decide if the audio is silence or not. # The default value is 0.02 (2.0%) which means that if more than 2.0% of the audio is silent, # the audio is considered as silence. - - if params['multilingual']: + if not params: + params = {"multilingual": False, + "speech_percentage_threshold": 0.02, + "language_detection_segments": 4, + "vad_filter": True, + "vad_min_silence_duration": 2500, + "enable_ta_fe": False, + "language_threshold": 0.7, + } + + if params.get("multilingual", False): logging.warning('lang_id is not supported for multilingual audios, detecting a single major language.') - speech_percentage_threshold = params['speech_percentage_threshold'] - language_threshold = params['language_threshold'] - num_detection_segments = params['language_detection_segments'] - vad_filter_enabled = params['vad_filter'] - vad_params = dict(min_silence_duration_ms = params['vad_min_silence_duration']) #2500 + speech_percentage_threshold = params.get('speech_percentage_threshold',0.02) + language_threshold = params.get('language_threshold', 0.7) + num_detection_segments = params.get('language_detection_segments', 4) + vad_filter_enabled = params.get('vad_filter', True) + vad_params = dict(min_silence_duration_ms = params.get('vad_min_silence_duration', 2500)) enable_ta_fe = params.get('enable_ta_fe', False) if vad_filter_enabled: From 9c8522273c71b4bfd5c0c0db19b43da7585fc381 Mon Sep 17 00:00:00 2001 From: jiltseb Date: Mon, 8 Apr 2024 13:45:01 +0000 Subject: [PATCH 07/10] adding utility functions for vad model --- faster_whisper/vad.py | 215 +++++++++++++++++++++++++++++++++++++++++- 1 file changed, 213 insertions(+), 2 deletions(-) diff --git a/faster_whisper/vad.py b/faster_whisper/vad.py index 487dfa0f..f92170b3 100644 --- a/faster_whisper/vad.py +++ b/faster_whisper/vad.py @@ -2,14 +2,22 @@ import functools import os import warnings - +from collections.abc import Callable from typing import List, NamedTuple, Optional - import numpy as np + from faster_whisper.utils import get_assets_path +import torch +from pyannote.audio.core.io import AudioFile +from pyannote.audio.pipelines import VoiceActivityDetection +from pyannote.audio.pipelines.utils import PipelineModel +from pyannote.core import Annotation, Segment, SlidingWindowFeature + + + # The code below is adapted from https://github.com/snakers4/silero-vad. class VadOptions(NamedTuple): """VAD options. @@ -289,3 +297,206 @@ def __call__(self, x, state, sr: int): state = (h, c) return out, state + + +#The code below is adapted from whisper-x +class VoiceActivitySegmentation(VoiceActivityDetection): + """Pipeline wrapper class for performing Voice Activity Segmentation based on the detection from the VAD model.""" + + def __init__( + self, + segmentation: PipelineModel = "pyannote/segmentation", + device: torch.device | None = None, + fscore: bool = False, + use_auth_token: str | None = None, + **inference_kwargs, + ): + """Initialize the pipeline with the model name and the optional device. + + Args: + dict parameters of VoiceActivityDetection class from pyannote: + segmentation (PipelineModel): Loaded model name. + device (torch.device | None): Device to perform the segmentation. + fscore (bool): Flag indicating whether to compute F-score during inference. + use_auth_token (str | None): Optional authentication token for model access. + inference_kwargs (dict): Optional additional arguments from VoiceActivityDetection pipeline. + """ + super().__init__( + segmentation=segmentation, + device=device, + fscore=fscore, + use_auth_token=use_auth_token, + **inference_kwargs, + ) + + def apply(self, file: AudioFile, hook: Callable | None = None) -> Annotation: + """Apply voice activity detection on the audio file. + + Args: + file (AudioFile): Processed file. + hook (callable, optional): Hook called after each major step of the pipeline with the following signature: hook("step_name", step_artefact, file=file) + + Returns: + segmentations (Annotation): Voice activity segmentation. + """ + # setup hook (e.g. for debugging purposes) + hook = self.setup_hook(file, hook=hook) + + # apply segmentation model if needed + # output shape is (num_chunks, num_frames, 1) + if self.training: + if self.CACHED_SEGMENTATION in file: + segmentations = file[self.CACHED_SEGMENTATION] + else: + segmentations = self._segmentation(file) + file[self.CACHED_SEGMENTATION] = segmentations + else: + segmentations: SlidingWindowFeature = self._segmentation(file) + + return segmentations + + +class BinarizeVadScores: + """Binarize detection scores using hysteresis thresholding, with min-cut operation to ensure no segments are longer than max_duration. + + Reference: + Gregory Gelly and Jean-Luc Gauvain. "Minimum Word Error Training of + RNN-based Voice Activity Detection", InterSpeech 2015. + + Modified by Max Bain to include WhisperX's min-cut operation + https://arxiv.org/abs/2303.00747 + + """ + + def __init__( + self, + onset: float = 0.5, + offset: float | None = None, + min_duration_on: float = 0.0, + min_duration_off: float = 0.0, + pad_onset: float = 0.0, + pad_offset: float = 0.0, + max_duration: float = float("inf"), + ): + """Initializes the parameters for Binarizing the VAD scores. + + Args: + onset (float, optional): + Onset threshold. Defaults to 0.5. + offset (float, optional): + Offset threshold. Defaults to `onset`. + min_duration_on (float, optional): + Remove active regions shorter than that many seconds. Defaults to 0s. + min_duration_off (float, optional): + Fill inactive regions shorter than that many seconds. Defaults to 0s. + pad_onset (float, optional): + Extend active regions by moving their start time by that many seconds. + Defaults to 0s. + pad_offset (float, optional): + Extend active regions by moving their end time by that many seconds. + Defaults to 0s. + max_duration (float): + The maximum length of an active segment, divides segment at timestamp with lowest score. + """ + super().__init__() + + self.onset = onset + self.offset = offset or onset + + self.pad_onset = pad_onset + self.pad_offset = pad_offset + + self.min_duration_on = min_duration_on + self.min_duration_off = min_duration_off + + self.max_duration = max_duration + + def __get_active_regions(self, scores: SlidingWindowFeature) -> Annotation: + """Extract active regions from VAD scores. + + Args: + scores (SlidingWindowFeature): Detection scores. + + Returns: + active (Annotation): Active regions. + """ + num_frames, num_classes = scores.data.shape + frames = scores.sliding_window + timestamps = [frames[i].middle for i in range(num_frames)] + # annotation meant to store 'active' regions + active = Annotation() + for k, k_scores in enumerate(scores.data.T): + label = k if scores.labels is None else scores.labels[k] + + # initial state + start = timestamps[0] + is_active = k_scores[0] > self.onset + curr_scores = [k_scores[0]] + curr_timestamps = [start] + t = start + for t, y in zip(timestamps[1:], k_scores[1:], strict=False): + # currently active + if is_active: + curr_duration = t - start + if curr_duration > self.max_duration: + search_after = len(curr_scores) // 2 + # divide segment + min_score_div_idx = search_after + np.argmin( + curr_scores[search_after:] + ) + min_score_t = curr_timestamps[min_score_div_idx] + region = Segment( + start - self.pad_onset, min_score_t + self.pad_offset + ) + active[region, k] = label + start = curr_timestamps[min_score_div_idx] + curr_scores = curr_scores[min_score_div_idx + 1 :] + curr_timestamps = curr_timestamps[min_score_div_idx + 1 :] + # switching from active to inactive + elif y < self.offset: + region = Segment(start - self.pad_onset, t + self.pad_offset) + active[region, k] = label + start = t + is_active = False + curr_scores = [] + curr_timestamps = [] + curr_scores.append(y) + curr_timestamps.append(t) + # currently inactive + else: + # switching from inactive to active + if y > self.onset: + start = t + is_active = True + + # if active at the end, add final region + if is_active: + region = Segment(start - self.pad_onset, t + self.pad_offset) + active[region, k] = label + + return active + + def __call__(self, scores: SlidingWindowFeature) -> Annotation: + """Binarize detection scores. + + Args: + scores (SlidingWindowFeature): Detection scores. + + Returns: + active (Annotation): Binarized scores. + """ + active = self.__get_active_regions(scores) + # because of padding, some active regions might be overlapping: merge them. + # also: fill same speaker gaps shorter than min_duration_off + if self.pad_offset > 0.0 or self.pad_onset > 0.0 or self.min_duration_off > 0.0: + if self.max_duration < float("inf"): + raise NotImplementedError("This would break current max_duration param") + active = active.support(collar=self.min_duration_off) + + # remove tracks shorter than min_duration_on + if self.min_duration_on > 0: + for segment, track in list(active.itertracks()): + if segment.duration < self.min_duration_on: + del active[segment, track] + + return active From 21f46405a2a23c7f9574798c27680436876cb954 Mon Sep 17 00:00:00 2001 From: jiltseb Date: Mon, 8 Apr 2024 13:45:44 +0000 Subject: [PATCH 08/10] add pyannote dependency --- requirements.txt | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/requirements.txt b/requirements.txt index 3dc8d69b..f502ed9b 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,9 +1,10 @@ -av==10.* +av==11.* ctranslate2>=4.0,<5 huggingface_hub>=0.13 tokenizers>=0.13,<0.16 onnxruntime>=1.14,<2 transformers #4.36.0 +pyannote-audio>=3.1.1 #torch>=2.1.1+cu121 #torchaudio>=2.1.2+cu121 jsons>=1.6.3 From eff5e232295d20ba12659cca768f8b0ab4c8f379 Mon Sep 17 00:00:00 2001 From: jiltseb Date: Tue, 9 Apr 2024 15:57:52 +0000 Subject: [PATCH 09/10] adding VAD model, tests and update README --- README.md | 38 +- faster_whisper/__init__.py | 2 +- faster_whisper/feature_extractor.py | 28 +- faster_whisper/transcribe.py | 715 ++++++++++++++++------------ faster_whisper/vad.py | 110 ++++- requirements.txt | 1 + tests/conftest.py | 5 + tests/data/physicsworks.wav | Bin 0 -> 6505148 bytes tests/test_transcribe.py | 26 +- 9 files changed, 596 insertions(+), 329 deletions(-) create mode 100644 tests/data/physicsworks.wav diff --git a/README.md b/README.md index a5ed58dc..cf6c1ffd 100644 --- a/README.md +++ b/README.md @@ -6,16 +6,6 @@ This implementation is up to 4 times faster than [openai/whisper](https://github.com/openai/whisper) for the same accuracy while using less memory. The efficiency can be further improved with 8-bit quantization on both CPU and GPU. -Mobius faster-whisper builds on top of faster-whisper v0.10.0 (latest stable version) and support additional functionalities: - -- Handling multilingual videos. -- Seed fixing for consistency across runs. -- Use `log_prob_low_threshold` to skip ambiguous segments from transcription. -- Better language prediction using multiple audio segments. -- Batched inference for faster transcription: Around 100x real time speed. -- Streaming (segment-level) or non-streaming options for Batched inference. -- Option for faster feature extraction with torchaudio. - ## Benchmark ### Whisper @@ -169,6 +159,34 @@ for segment in segments: segments, _ = model.transcribe("audio.mp3") segments = list(segments) # The transcription will actually run here. ``` + +### multi-segment language detection + +To directly use the model for improved language detection, following code snippet can be used: + +```python +from faster_whisper import WhisperModel +model = WhisperModel("medium", device="cuda", compute_type="float16") +language_info = model.detect_language_multi_segment("audio.mp3") +``` + +### Batched faster-whisper + +The batched version of faster-whisper is inspired by [whisper-x](https://github.com/m-bain/whisperX) licensed under the BSD-4 Clause license and kaldi-based feature extraction. It improves the speed upto 10x compared to openAI implementation. It works by transcribing semantically meaningful audio chunks as batches leading to faster inference. + +The following code snippet illustrates how to run inference with batched version on a specified audio file. Please also refer to the test scripts of batched faster whisper. + +```python +from faster_whisper import BatchedInferencePipeline + +model = WhisperModel("medium", device="cuda", compute_type="float16") +batched_model = BatchedInferencePipeline(model=model) +result = batched_model.transcribe("audio.mp3", batch_size=16) + +for segment, info in result: + print("[%.2fs -> %.2fs] %s" % (segment.start, segment.end, segment.text)) +``` + ### Faster Distil-Whisper The Distil-Whisper checkpoints are compatible with the Faster-Whisper package. In particular, the latest [distil-large-v3](https://huggingface.co/distil-whisper/distil-large-v3) diff --git a/faster_whisper/__init__.py b/faster_whisper/__init__.py index c4cc0e90..ad692778 100644 --- a/faster_whisper/__init__.py +++ b/faster_whisper/__init__.py @@ -1,5 +1,5 @@ from faster_whisper.audio import decode_audio -from faster_whisper.transcribe import WhisperModel, BatchedInferencePipeline +from faster_whisper.transcribe import BatchedInferencePipeline, WhisperModel from faster_whisper.utils import available_models, download_model, format_timestamp from faster_whisper.version import __version__ diff --git a/faster_whisper/feature_extractor.py b/faster_whisper/feature_extractor.py index 37a0c648..75bf8372 100644 --- a/faster_whisper/feature_extractor.py +++ b/faster_whisper/feature_extractor.py @@ -23,7 +23,7 @@ def __init__( self.mel_filters = self.get_mel_filters( sampling_rate, n_fft, n_mels=feature_size ) - self.n_mels=feature_size + self.n_mels = feature_size def get_mel_filters(self, sr, n_fft, n_mels=128, dtype=np.float32): # Initialize the weights @@ -145,16 +145,16 @@ def stft(self, frames, window): data[f] = np.fft.fft(fft_signal, axis=0)[:num_fft_bins] return data.T - def __call__(self, waveform, enable_ta = False, padding=True, chunk_length=None): + def __call__(self, waveform, enable_ta=False, padding=True, chunk_length=None): """ Compute the log-Mel spectrogram of the provided audio, gives similar results - whisper's original torch implementation with 1e-5 tolerance. Additionally, faster + whisper's original torch implementation with 1e-5 tolerance. Additionally, faster feature extraction option using kaldi fbank features are available if torchaudio is available. """ if enable_ta: waveform = waveform.astype(np.float32) - + if chunk_length is not None: self.n_samples = chunk_length * self.sampling_rate self.nb_max_frames = self.n_samples // self.hop_length @@ -165,16 +165,16 @@ def __call__(self, waveform, enable_ta = False, padding=True, chunk_length=None) if enable_ta: audio = torch.from_numpy(waveform).unsqueeze(0) fbank = ta_kaldi.fbank( - audio, - sample_frequency=self.sampling_rate, - window_type="hanning", - num_mel_bins=self.n_mels, - ) - log_spec = fbank.numpy().T.astype(np.float32) #ctranslate does not take 64 - - #normalize - - #Audioset values as default mean and std for audio + audio, + sample_frequency=self.sampling_rate, + window_type="hanning", + num_mel_bins=self.n_mels, + ) + log_spec = fbank.numpy().T.astype(np.float32) # ctranslate does not take 64 + + # normalize + + # Audioset values as default mean and std for audio mean_val = -4.2677393 std_val = 4.5689974 scaled_features = (log_spec - (mean_val)) / (std_val * 2) diff --git a/faster_whisper/transcribe.py b/faster_whisper/transcribe.py index 3d1378be..0908dc6c 100644 --- a/faster_whisper/transcribe.py +++ b/faster_whisper/transcribe.py @@ -1,20 +1,27 @@ -import itertools -import json, jsons import hashlib +import itertools +import json import logging import os -import zlib import random -from collections import defaultdict, Counter +import urllib +import zlib +from collections import Counter, defaultdict from inspect import signature from typing import BinaryIO, Iterable, List, NamedTuple, Optional, Tuple, Union import ctranslate2 +import jsons import numpy as np -import tokenizers, tqdm -import urllib +import tokenizers +import torch +import tqdm + from pyannote.audio import Model +from transformers import Pipeline +from transformers.pipelines.pt_utils import PipelineIterator + from faster_whisper.audio import decode_audio, pad_or_trim from faster_whisper.feature_extractor import FeatureExtractor from faster_whisper.tokenizer import _LANGUAGE_CODES, Tokenizer @@ -22,16 +29,12 @@ from faster_whisper.vad import ( SpeechTimestampsMap, VadOptions, + VoiceActivitySegmentation, collect_chunks, get_speech_timestamps, - VoiceActivitySegmentation, - merge_chunks + merge_chunks, ) -import torch -from transformers import Pipeline -from transformers.pipelines.pt_utils import PipelineIterator - class Word(NamedTuple): start: float @@ -53,19 +56,22 @@ class Segment(NamedTuple): no_speech_prob: float words: Optional[List[Word]] + class BatchedSegment(NamedTuple): """ A single segment in batched transcription (up to multiple sentences) of a speech. - + start (float): Start time in seconds. end (float): End time in seconds. text (str): transcription of the segment. """ + start: float end: float text: str -#Added additional parameters for multilingual videos and fixes below + +# Added additional parameters for multilingual videos and fixes below class TranscriptionOptions(NamedTuple): beam_size: int best_of: int @@ -74,7 +80,7 @@ class TranscriptionOptions(NamedTuple): repetition_penalty: float no_repeat_ngram_size: int log_prob_threshold: Optional[float] - log_prob_low_threshold: Optional[float] #New parameter + log_prob_low_threshold: Optional[float] # New parameter no_speech_threshold: Optional[float] compression_ratio_threshold: Optional[float] condition_on_previous_text: bool @@ -89,8 +95,8 @@ class TranscriptionOptions(NamedTuple): word_timestamps: bool prepend_punctuations: str append_punctuations: str - multilingual: bool #New parameter - output_language: str #New parameter + multilingual: bool # New parameter + output_language: str # New parameter max_new_tokens: Optional[int] clip_timestamps: Union[str, List[float]] hallucination_silence_threshold: Optional[float] @@ -105,24 +111,26 @@ class TranscriptionInfo(NamedTuple): transcription_options: TranscriptionOptions vad_options: VadOptions + class BatchedInferencePipeline(Pipeline): """ Huggingface Pipeline wrapper for WhisperModel. """ + # TODO: # - add support for timestamp mode # - add support for custom inference kwargs def __init__( - self, - model, - options : Optional[NamedTuple]=None, - tokenizer=None, - device: Union[int, str, "torch.device"] = -1, - framework = "pt", - language : Optional[str] = None, - **kwargs + self, + model, + options: Optional[NamedTuple] = None, + tokenizer=None, + device: Union[int, str, "torch.device"] = -1, + framework="pt", + language: Optional[str] = None, + **kwargs, ): self.model = model self.tokenizer = tokenizer @@ -133,11 +141,12 @@ def __init__( self.vad_onset = 0.500 self.vad_offset = 0.363 self.vad_model_url = "https://whisperx.s3.eu-west-2.amazonaws.com/model_weights/segmentation/0b5b3216d60a2d32fc086b47ea8c67589aaeb26b7e07fcbe620d6d0b83e209ea/pytorch_model.bin" - - #load vad model and perform VAD preprocessing if needed - self.vad_model = self.load_vad_model(vad_onset=self.vad_onset, vad_offset=self.vad_offset) - self.chunk_size = 30 #VAD merging size - self._preprocess_params, self._forward_params, self._postprocess_params = self._sanitize_parameters(**kwargs) + + ( + self._preprocess_params, + self._forward_params, + self._postprocess_params, + ) = self._sanitize_parameters(**kwargs) self.call_count = 0 self.framework = framework if self.framework == "pt": @@ -152,6 +161,12 @@ def __init__( else: self.device = device + # load vad model and perform VAD preprocessing if needed + self.vad_model = self.load_vad_model( + vad_onset=self.vad_onset, vad_offset=self.vad_offset + ) + self.chunk_size = 30 # VAD merging size + super(Pipeline, self).__init__() def _sanitize_parameters(self, **kwargs): @@ -161,15 +176,23 @@ def _sanitize_parameters(self, **kwargs): return preprocess_kwargs, {}, {} def preprocess(self, audio, enable_ta_fe=True): - audio = audio['inputs'] - features = torch.tensor(self.model.feature_extractor(audio, enable_ta=enable_ta_fe, padding=True)[:,:self.model.feature_extractor.nb_max_frames]) - return {'inputs': features} + audio = audio["inputs"] + features = torch.tensor( + self.model.feature_extractor(audio, enable_ta=enable_ta_fe, padding=True)[ + :, : self.model.feature_extractor.nb_max_frames + ] + ) + return {"inputs": features} def _forward(self, model_inputs, **forward_params): - outputs = self.model.generate_segment_batched(model_inputs['inputs'], self.tokenizer, forward_params) - return {'text': outputs} + outputs = self.model.generate_segment_batched( + model_inputs["inputs"], self.tokenizer, forward_params + ) + return {"text": outputs} - def __call__(self, inputs, options, enable_ta_fe , num_workers=None, batch_size=None, **kwargs): + def __call__( + self, inputs, options, enable_ta_fe, num_workers=None, batch_size=None, **kwargs + ): if num_workers is None: if self._num_workers is None: num_workers = 0 @@ -181,76 +204,114 @@ def __call__(self, inputs, options, enable_ta_fe , num_workers=None, batch_size= else: batch_size = self._batch_size - preprocess_params, forward_params, postprocess_params = self._sanitize_parameters(**kwargs) + ( + preprocess_params, + forward_params, + postprocess_params, + ) = self._sanitize_parameters(**kwargs) # Fuse __init__ params and __call__ params without modifying the __init__ ones. - preprocess_params = {**self._preprocess_params, **preprocess_params, "enable_ta_fe":enable_ta_fe} + preprocess_params = { + **self._preprocess_params, + **preprocess_params, + "enable_ta_fe": enable_ta_fe, + } options_dict = jsons.dump(options) forward_params = {**self._forward_params, **forward_params, **options_dict} postprocess_params = {**self._postprocess_params, **postprocess_params} self.call_count += 1 - if self.call_count > 10 and self.framework == "pt" and self.device.type == "cuda": - logging.warning("You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a Dataset") + if ( + self.call_count > 10 + and self.framework == "pt" + and self.device.type == "cuda" + ): + logging.warning( + "You seem to be using the pipelines sequentially on GPU. Please use a Dataset" + ) return self.get_iterator( - inputs, num_workers, batch_size, preprocess_params, forward_params, postprocess_params - ) + inputs, + num_workers, + batch_size, + preprocess_params, + forward_params, + postprocess_params, + ) def postprocess(self, model_outputs): return model_outputs def get_iterator( - self, inputs, num_workers: int, batch_size: int, preprocess_params=None, forward_params=None, postprocess_params=None + self, + inputs, + num_workers: int, + batch_size: int, + preprocess_params=None, + forward_params=None, + postprocess_params=None, ): def stack(items): - return {'inputs': torch.stack([x['inputs'] for x in items])} - + return {"inputs": torch.stack([x["inputs"] for x in items])} + if "TOKENIZERS_PARALLELISM" not in os.environ: os.environ["TOKENIZERS_PARALLELISM"] = "false" # TODO hack by collating feature_extractor and image_processor dataset = PipelineIterator(inputs, self.preprocess, preprocess_params) - dataloader = torch.utils.data.DataLoader(dataset, num_workers=num_workers, batch_size=batch_size, collate_fn=stack) - model_iterator = PipelineIterator(dataloader, self.forward, forward_params, loader_batch_size=batch_size) - final_iterator = PipelineIterator(model_iterator, self.postprocess, postprocess_params) + dataloader = torch.utils.data.DataLoader( + dataset, num_workers=num_workers, batch_size=batch_size, collate_fn=stack + ) + model_iterator = PipelineIterator( + dataloader, self.forward, forward_params, loader_batch_size=batch_size + ) + final_iterator = PipelineIterator( + model_iterator, self.postprocess, postprocess_params + ) return final_iterator - - def get_language_and_tokenizer(self, audio, task=None, language=None): + def get_language_and_tokenizer(self, audio, task=None, language=None): language_probability = 1.0 if self.tokenizer is None: if not language: language, language_probability = self.detect_language(audio) task = task or "transcribe" - self.tokenizer = Tokenizer(self.model.hf_tokenizer, - self.model.model.is_multilingual, task=task, - language=language) + self.tokenizer = Tokenizer( + self.model.hf_tokenizer, + self.model.model.is_multilingual, + task=task, + language=language, + ) else: language = language or self.tokenizer.language_code task = task or self.tokenizer.task if task != self.tokenizer.task or language != self.tokenizer.language_code: - self.tokenizer = Tokenizer(self.model.hf_tokenizer, - self.model.model.is_multilingual, task=task, - language=language) - + self.tokenizer = Tokenizer( + self.model.hf_tokenizer, + self.model.model.is_multilingual, + task=task, + language=language, + ) + return language, language_probability, task - + def audio_split(self, audio, segments, sampling_rate): "Returns splitted audio chunks as iterator" for seg in segments: - f1 = int(seg['start'] * sampling_rate) - f2 = int(seg['end'] * sampling_rate) - yield {'inputs': audio[f1:f2]} + f1 = int(seg["start"] * sampling_rate) + f2 = int(seg["end"] * sampling_rate) + yield {"inputs": audio[f1:f2]} - #The code below is adapted from whisper-x + # The code below is adapted from whisper-x def load_vad_model(self, vad_onset=0.500, vad_offset=0.363, use_auth_token=None): model_dir = torch.hub._get_torch_home() - os.makedirs(model_dir, exist_ok = True) + os.makedirs(model_dir, exist_ok=True) model_fp = os.path.join(model_dir, "whisperx-vad-segmentation.bin") if os.path.exists(model_fp) and not os.path.isfile(model_fp): raise RuntimeError(f"{model_fp} exists and is not a regular file") - + if not os.path.isfile(model_fp): - with urllib.request.urlopen(self.vad_model_url) as source, open(model_fp, "wb") as output: + with urllib.request.urlopen(self.vad_model_url) as source, open( + model_fp, "wb" + ) as output: with tqdm( total=int(source.info().get("Content-Length")), ncols=80, @@ -267,32 +328,34 @@ def load_vad_model(self, vad_onset=0.500, vad_offset=0.363, use_auth_token=None) loop.update(len(buffer)) model_bytes = open(model_fp, "rb").read() - if hashlib.sha256(model_bytes).hexdigest() != self.vad_model_url.split('/')[-2]: + if hashlib.sha256(model_bytes).hexdigest() != self.vad_model_url.split("/")[-2]: raise RuntimeError( - "Model has been downloaded but the SHA256 checksum does not not match. Please retry loading the model." + "Model SHA256 checksum does not not match. Please retry loading the model." ) - - #or use silero VAD + + # or use silero VAD vad_model = Model.from_pretrained(model_fp, use_auth_token=use_auth_token) - hyperparameters = { - "onset": vad_onset, - "offset": vad_offset, - "min_duration_on": 0.1, - "min_duration_off": 0.1 - } - vad_pipeline = VoiceActivitySegmentation(segmentation=vad_model, device=self.device) + hyperparameters = { + "onset": vad_onset, + "offset": vad_offset, + "min_duration_on": 0.1, + "min_duration_off": 0.1, + } + + vad_pipeline = VoiceActivitySegmentation( + segmentation=vad_model, device=self.device + ) vad_pipeline.instantiate(hyperparameters) return vad_pipeline - def transcribe( - self, - audio: Union[str, np.ndarray], - vad_segments: Optional[List[dict]], - batch_size: int =16, - num_workers: int =0, - language: Optional[str]=None, - task: str =None, + self, + audio: Union[str, np.ndarray], + vad_segments: Optional[List[dict]] = None, + batch_size: int = 16, + num_workers: int = 0, + language: Optional[str] = None, + task: str = None, log_progress: bool = False, beam_size: int = 5, best_of: int = 5, @@ -316,23 +379,23 @@ def transcribe( prefix: Optional[str] = None, suppress_blank: bool = True, suppress_tokens: Optional[List[int]] = [-1], - enable_ta_fe = True, + enable_ta_fe=True, prepend_punctuations: str = "\"'“¿([{-", append_punctuations: str = "\"'.。,,!!??::”)]}、", max_new_tokens: Optional[int] = None, clip_timestamps: Union[str, List[float]] = "0", - ) ->Tuple[Iterable[BatchedSegment], TranscriptionInfo]: - """transcribe audio in chunks specified in vad_segments and return BatchedSegment generator with language info. + ) -> Tuple[Iterable[BatchedSegment], TranscriptionInfo]: + """transcribe audio in chunks in batched fashion and return with language info. Arguments: - audio: complete audio file as numpy array/path to the audio file for batched transcription. - vad_segments: list of dictionaries each containing "start" and "end" keys, - specifying the start and end voiced regions of audio chunks. - If no vad_segments specified, it performs transcription only on first 30 seconds. + audio: audio file as numpy array/path for batched transcription. + vad_segments: Optionally provide list of dictionaries each containing "start" and + "end" keys, specifying the start and end voiced regions of audio chunks. + If no vad_segments specified, it uses vad model automatically segment them. batch_size: the maximum number of parallel requests to model for decoding. - num_workers: to enable true parallelism when running the model, same as the transcribe function argument - in WhisperModel class. - language: The language spoken in the audio. It should be a language code such as "en" or "fr". + num_workers: to enable true parallelism when running the model, + same as the transcribe function argument in WhisperModel class. + language: The language spoken in the audio. task: either "transcribe" or "translate". log_progress: whether to show progress bar or not. beam_size: Beam size to use for decoding. @@ -349,7 +412,7 @@ def transcribe( treat as failed. log_prob_threshold: If the average log probability over sampled tokens is below this value, treat as failed. - log_prob_low_threshold: This parameter alone is sufficient to skip an output text, + log_prob_low_threshold: This parameter alone is sufficient to skip an output text, wheras log_prob_threshold also looks for appropriate no_speech_threshold value. This value should be less than log_prob_threshold. no_speech_threshold: If the no_speech probability is higher than this value AND @@ -361,8 +424,7 @@ def transcribe( suppress_blank: Suppress blank outputs at the beginning of the sampling. suppress_tokens: List of token IDs to suppress. -1 will suppress a default set of symbols as defined in the model config.json file. - enable_ta_fe: Use torch audio based kaldi fbank features instead of torch based mel filterbank - for faster feature extraction. + enable_ta_fe: Use torch audio based kaldi fbank features for faster feature extraction. prepend_punctuations: If word_timestamps is True, merge these punctuation symbols with the next word append_punctuations: If word_timestamps is True, merge these punctuation symbols @@ -377,10 +439,11 @@ def transcribe( without_timestamps: Only sample text tokens, set as True. max_initial_timestamp: The initial timestamp cannot be later than this, set at 0.0. word_timestamps: Extract word-level timestamps using the cross-attention pattern - and dynamic time warping, and include the timestamps for each word in each segment. set as False. - multilingual: If True, perform transcription on multilingual videos and return the transcript based - on the 'output_language' flag. Set as False. - output_language: Valid only if multilingual is set to True. Specifies the string representing the output language. One of + and dynamic time warping, and include the timestamps for each word in each segment. + Set as False. + multilingual: If True, perform transcription on multilingual videos. Set as False. + output_language: Valid only if multilingual is set to True. + Specifies the string representing the output language. One of 'en' (English) or 'hybrid' (code-switched transcription). set as None. condition_on_previous_text: If True, the previous output of the model is provided as a prompt for the next window; disabling may make the text inconsistent across @@ -391,12 +454,12 @@ def transcribe( hallucination_silence_threshold: Optional[float] When word_timestamps is True, skip silent periods longer than this threshold (in seconds) when a possible hallucination is detected. set as None. - + unused: - language_detection_threshold: If the maximum probability of the language tokens is higher - than this value, the language is detected. + language_detection_threshold: If the maximum probability of the language tokens is + higher than this value, the language is detected. language_detection_segments: Number of segments to consider for the language detection. - vad_filter: Enable the voice activity detection (VAD) to filter out parts of the audio + vad_filter: Enable the voice activity detection (VAD) to filter out parts of the audio without speech. This step is using the Silero VAD model https://github.com/snakers4/silero-vad. vad_parameters: Dictionary of Silero VAD parameters or VadOptions class (see available @@ -413,27 +476,30 @@ def transcribe( - a dictionary with detected language and its probability. """ - sampling_rate = self.model.feature_extractor.sampling_rate if isinstance(audio, str): audio = decode_audio(audio) - #if no segment split is provided, consider a single vad segment from start to end. No benefit in this case. - if not vad_segments: - - vad_segments = self.vad_model({"waveform": torch.from_numpy(audio).unsqueeze(0), "sample_rate": 16000}) - vad_segments = merge_chunks( vad_segments, - self.chunk_size, - onset=self.vad_onset, - offset=self.vad_offset, - ) + # if no segment split is provided, use vad_model and generate segments + if not vad_segments: + vad_segments = self.vad_model( + {"waveform": torch.from_numpy(audio).unsqueeze(0), "sample_rate": 16000} + ) + vad_segments = merge_chunks( + vad_segments, + self.chunk_size, + onset=self.vad_onset, + offset=self.vad_offset, + ) - language, language_probability, task = self.get_language_and_tokenizer(audio, task, language) + language, language_probability, task = self.get_language_and_tokenizer( + audio, task, language + ) batch_size = batch_size or self._batch_size total_segments = len(vad_segments) - #batched options: see the difference with default options in WhisperModel + # batched options: see the difference with default options in WhisperModel batched_options = TranscriptionOptions( beam_size=beam_size, best_of=best_of, @@ -442,7 +508,7 @@ def transcribe( repetition_penalty=repetition_penalty, no_repeat_ngram_size=no_repeat_ngram_size, log_prob_threshold=log_prob_threshold, - log_prob_low_threshold = log_prob_low_threshold, + log_prob_low_threshold=log_prob_low_threshold, no_speech_threshold=no_speech_threshold, compression_ratio_threshold=compression_ratio_threshold, temperatures=( @@ -459,55 +525,70 @@ def transcribe( hallucination_silence_threshold=None, condition_on_previous_text=False, prompt_reset_on_temperature=0.5, - multilingual = False, + multilingual=False, word_timestamps=False, - output_language = None, + output_language=None, without_timestamps=True, max_initial_timestamp=0.0, - ) + ) - for idx, out in enumerate(self.__call__(self.audio_split(audio, vad_segments, sampling_rate), batch_size=batch_size, num_workers=num_workers, enable_ta_fe=enable_ta_fe, options=batched_options)): - #inputs, *args, num_workers=None, batch_size=None, **kwargs + for idx, out in enumerate( + self.__call__( + self.audio_split(audio, vad_segments, sampling_rate), + batch_size=batch_size, + num_workers=num_workers, + enable_ta_fe=enable_ta_fe, + options=batched_options, + ) + ): + # inputs, *args, num_workers=None, batch_size=None, **kwargs if log_progress: percent_complete = ((idx + 1) / total_segments) * 100 self.model.logger.info(f"Progress: {percent_complete:.2f}%...") - text = out['text'] + text = out["text"] if batch_size in [0, 1, None]: text = text[0] segments = BatchedSegment( - text=text, - start=round(vad_segments[idx]['start'], 3), - end=round(vad_segments[idx]['end'], 3) + text=text, + start=round(vad_segments[idx]["start"], 3), + end=round(vad_segments[idx]["end"], 3), ) info = TranscriptionInfo( - language=language, - language_probability=language_probability, - duration=0.0, - duration_after_vad=0.0, - transcription_options=batched_options, - vad_options=None, - all_language_probs=None, - ) + language=language, + language_probability=language_probability, + duration=0.0, + duration_after_vad=0.0, + transcription_options=batched_options, + vad_options=None, + all_language_probs=None, + ) yield segments, info # revert the tokenizer if multilingual inference is enabled if self.preset_language is None: self.tokenizer = None - + def detect_language(self, audio: np.ndarray): - - segment = torch.tensor(self.model.feature_extractor(audio, padding=True)[:,:self.model.feature_extractor.nb_max_frames]) + segment = torch.tensor( + self.model.feature_extractor(audio, padding=True)[ + :, : self.model.feature_extractor.nb_max_frames + ] + ) encoder_output = self.model.encode(segment) results = self.model.model.detect_language(encoder_output) language_token, language_probability = results[0][0] language = language_token[2:-2] - self.model.logger.info(f"Detected language: {language} ({language_probability:.2f}) in first 30s of audio...") + self.model.logger.info( + f"Detected language: {language} ({language_probability:.2f}) in first 30s of audio..." + ) return language, language_probability - - def detect_language_multi_segment(self, audio: Union[str, BinaryIO, np.ndarray], params: Optional[dict] = None ): + + def detect_language_multi_segment( + self, audio: Union[str, BinaryIO, np.ndarray], params: Optional[dict] = None + ): return self.model.detect_language_multi_segment(audio, params) @@ -560,7 +641,7 @@ def __init__( cache_dir=download_root, ) - #set the random seed to make sure consistency across runs + # set the random seed to make sure consistency across runs ctranslate2.set_random_seed(42) self.model = ctranslate2.models.Whisper( model_path, @@ -645,7 +726,7 @@ def transcribe( without_timestamps: bool = False, max_initial_timestamp: float = 1.0, word_timestamps: bool = False, - enable_ta_fe = False, + enable_ta_fe=False, prepend_punctuations: str = "\"'“¿([{-", append_punctuations: str = "\"'.。,,!!??::”)]}、", multilingual: bool = False, @@ -681,7 +762,7 @@ def transcribe( treat as failed. log_prob_threshold: If the average log probability over sampled tokens is below this value, treat as failed. - log_prob_low_threshold: This parameter alone is sufficient to skip an output text, + log_prob_low_threshold: This parameter alone is sufficient to skip an output text, wheras log_prob_threshold also looks for appropriate no_speech_threshold value. This value should be less than log_prob_threshold. no_speech_threshold: If the no_speech probability is higher than this value AND @@ -703,15 +784,17 @@ def transcribe( max_initial_timestamp: The initial timestamp cannot be later than this. word_timestamps: Extract word-level timestamps using the cross-attention pattern and dynamic time warping, and include the timestamps for each word in each segment. - enable_ta_fe: Use torch audio based kaldi fbank features instead of torch based mel filterbank - for faster feature extraction. + enable_ta_fe: Use torch audio based kaldi fbank features + instead of torch based mel filterbank for faster feature extraction. prepend_punctuations: If word_timestamps is True, merge these punctuation symbols with the next word append_punctuations: If word_timestamps is True, merge these punctuation symbols with the previous word - multilingual: If True, perform transcription on multilingual videos and return the transcript based + multilingual: If True, perform transcription on multilingual videos + and return the transcript based on the 'output_language' flag. - output_language: Valid only if multilingual is set to True. Specifies the string representing the output language. One of + output_language: Valid only if multilingual is set to True. + Specifies the string representing the output language. One of 'en' (English) or 'hybrid' (code-switched transcription). vad_filter: Enable the voice activity detection (VAD) to filter out parts of the audio without speech. This step is using the Silero VAD model @@ -739,7 +822,7 @@ def transcribe( - a generator over transcribed segments - an instance of TranscriptionInfo """ - + sampling_rate = self.feature_extractor.sampling_rate if not isinstance(audio, np.ndarray): @@ -782,19 +865,21 @@ def transcribe( else: speech_chunks = None - features = self.feature_extractor(audio, enable_ta = enable_ta_fe, chunk_length=chunk_length) + features = self.feature_extractor( + audio, enable_ta=enable_ta_fe, chunk_length=chunk_length + ) encoder_output = None all_language_probs = None - #setting output_language for multilingual videos + # setting output_language for multilingual videos if multilingual: if output_language is None: output_language = "en" - elif output_language not in ["en","hybrid"]: + elif output_language not in ["en", "hybrid"]: raise ValueError("Output language needs to be one of 'en'/'hybrid'.") - #detecting the language if not provided + # detecting the language if not provided if language is None: if not self.model.is_multilingual: language = "en" @@ -876,7 +961,7 @@ def transcribe( repetition_penalty=repetition_penalty, no_repeat_ngram_size=no_repeat_ngram_size, log_prob_threshold=log_prob_threshold, - log_prob_low_threshold = log_prob_low_threshold, + log_prob_low_threshold=log_prob_low_threshold, no_speech_threshold=no_speech_threshold, compression_ratio_threshold=compression_ratio_threshold, condition_on_previous_text=condition_on_previous_text, @@ -893,8 +978,8 @@ def transcribe( word_timestamps=word_timestamps, prepend_punctuations=prepend_punctuations, append_punctuations=append_punctuations, - multilingual = multilingual, - output_language = output_language, + multilingual=multilingual, + output_language=output_language, max_new_tokens=max_new_tokens, clip_timestamps=clip_timestamps, hallucination_silence_threshold=hallucination_silence_threshold, @@ -999,13 +1084,15 @@ def generate_segments( ) previous_tokens = all_tokens[prompt_reset_since:] - + if encoder_output is None: encoder_output = self.encode(segment) - # Perform language detection at every segment to update task based on output language, - # if the language is english, task is transcribe, else the task is translate to english (default settings) or transcribe if 'output_language' is 'hybrid' - if options.multilingual: + # Perform language detection at every segment to update task based on output language, + # if the language is english, task is transcribe, + # else the task is translate to english (default) + # or transcribe if 'output_language' is 'hybrid'. + if options.multilingual: results = self.model.detect_language(encoder_output) language_token, language_probability = results[0][0] language = language_token[2:-2] @@ -1013,15 +1100,15 @@ def generate_segments( task = "translate" else: task = "transcribe" - - #Update tokenizer based on task and language + + # Update tokenizer based on task and language tokenizer = Tokenizer( self.hf_tokenizer, self.model.is_multilingual, task=task, language=language, - ) - #Update prompt based on task and language + ) + # Update prompt based on task and language prompt = self.get_prompt( tokenizer, previous_tokens, @@ -1049,11 +1136,10 @@ def generate_segments( ): # don't skip if the logprob is high enough, despite the no_speech_prob should_skip = False - - # Skip if the logprob is very low (below the threshold value), despite no_speech_prob being low (ex: Too ambiguous outputs for input music and noise) - if ( - avg_logprob < options.log_prob_low_threshold - ): + + # Skip if the logprob is very low (below the threshold value), + # despite no_speech_prob being low (ex: Too ambiguous outputs) + if avg_logprob < options.log_prob_low_threshold: should_skip = True if should_skip: self.logger.debug( @@ -1632,7 +1718,13 @@ def encode_batch(self, features: np.ndarray) -> ctranslate2.StorageView: features = get_ctranslate2_storage(features) return self.model.encode(features, to_cpu=to_cpu) - def generate_segment_batched(self, features: np.ndarray, tokenizer: Tokenizer, options: dict, encoder_output = None): + def generate_segment_batched( + self, + features: np.ndarray, + tokenizer: Tokenizer, + options: dict, + encoder_output=None, + ): batch_size = features.shape[0] all_tokens = [] prompt_reset_since = 0 @@ -1652,15 +1744,15 @@ def generate_segment_batched(self, features: np.ndarray, tokenizer: Tokenizer, o encoder_output = self.encode_batch(features) result = self.model.generate( - encoder_output, - [prompt] * batch_size, - beam_size=options["beam_size"], - patience=options["patience"], - length_penalty=options["length_penalty"], - max_length=self.max_length, - suppress_blank=options["suppress_blank"], - suppress_tokens=options["suppress_tokens"], - ) + encoder_output, + [prompt] * batch_size, + beam_size=options["beam_size"], + patience=options["patience"], + length_penalty=options["length_penalty"], + max_length=self.max_length, + suppress_blank=options["suppress_blank"], + suppress_tokens=options["suppress_tokens"], + ) tokens_batch = [x.sequences_ids[0] for x in result] @@ -1673,33 +1765,39 @@ def decode_batch(tokens: List[List[int]]) -> str: text = decode_batch(tokens_batch) return text - def detect_language_multi_segment(self, audio: Union[str, BinaryIO, np.ndarray], params: Optional[dict]=None): - + def detect_language_multi_segment( + self, audio: Union[str, BinaryIO, np.ndarray], params: Optional[dict] = None + ): """ - Language detection function - detect language based on N highly-confident segments of a language in the audio. + Detect language based on N highly-confident segments of a language. """ # The threshold is used to decide if the audio is silence or not. - # The default value is 0.02 (2.0%) which means that if more than 2.0% of the audio is silent, + # The default is 0.02 (2.0%) i.e, if more than 2.0% of the audio is silent, # the audio is considered as silence. if not params: - params = {"multilingual": False, - "speech_percentage_threshold": 0.02, - "language_detection_segments": 4, - "vad_filter": True, - "vad_min_silence_duration": 2500, - "enable_ta_fe": False, - "language_threshold": 0.7, - } - + params = { + "multilingual": False, + "speech_percentage_threshold": 0.02, + "language_detection_segments": 4, + "vad_filter": True, + "vad_min_silence_duration": 2500, + "enable_ta_fe": False, + "language_threshold": 0.7, + } + if params.get("multilingual", False): - logging.warning('lang_id is not supported for multilingual audios, detecting a single major language.') + logging.warning( + "lang_id is not supported for multilingual audios, detecting the major language." + ) - speech_percentage_threshold = params.get('speech_percentage_threshold',0.02) - language_threshold = params.get('language_threshold', 0.7) - num_detection_segments = params.get('language_detection_segments', 4) - vad_filter_enabled = params.get('vad_filter', True) - vad_params = dict(min_silence_duration_ms = params.get('vad_min_silence_duration', 2500)) - enable_ta_fe = params.get('enable_ta_fe', False) + speech_percentage_threshold = params.get("speech_percentage_threshold", 0.02) + language_threshold = params.get("language_threshold", 0.7) + num_detection_segments = params.get("language_detection_segments", 4) + vad_filter_enabled = params.get("vad_filter", True) + vad_params = dict( + min_silence_duration_ms=params.get("vad_min_silence_duration", 2500) + ) + enable_ta_fe = params.get("enable_ta_fe", False) if vad_filter_enabled: vad_params = VadOptions(**vad_params) @@ -1712,11 +1810,11 @@ def detect_language_multi_segment(self, audio: Union[str, BinaryIO, np.ndarray], # calculate duration of audio as number of seconds # audio.shape[0] is the number of samples in the audio # sampling_rate is the number of samples per second - # if we divide the number of samples by the number of samples per second, + # if we divide the number of samples by the number of samples per second, # we get the duration in seconds duration = audio.shape[0] / sampling_rate - #Check if vad is enabled, and collect voiced segments + # Check if vad is enabled, and collect voiced segments if vad_filter_enabled: # get chunks of audio that contain speech speech_chunks = get_speech_timestamps(audio, vad_params) @@ -1726,37 +1824,41 @@ def detect_language_multi_segment(self, audio: Union[str, BinaryIO, np.ndarray], # calculate new duration of audio without silence duration_vad = audio.shape[0] / sampling_rate - logging.debug(f"Lang ID: VAD filter removed {duration - duration_vad} sec of audio") - + logging.debug( + f"Lang ID: VAD filter removed {duration - duration_vad} sec of audio" + ) + # if the audio after VAD is less than 2% of the original audio, consider it as silence - if duration_vad/duration < speech_percentage_threshold: - return {'language_code': 'silence','language_confidence': 1.0} + if duration_vad / duration < speech_percentage_threshold: + return {"language_code": "silence", "language_confidence": 1.0} # update duration to be the duration after VAD duration = duration_vad # if the duration of the audio is less than 1 second, consider it as silence if duration < 1.0: - return {'language_code': 'silence','language_confidence': 1.0} + return {"language_code": "silence", "language_confidence": 1.0} # number of feature frames in 30 seconds of audio is 3000 nb_max_frames = self.feature_extractor.nb_max_frames # TODO: need to check if it fails for long audios and if we need to split the audio - + # extract features from audio with padding (default) - features = self.feature_extractor(audio, enable_ta = enable_ta_fe) + features = self.feature_extractor(audio, enable_ta=enable_ta_fe) - # number of segments in the audio + # number of segments in the audio num_segments = features.shape[-1] // nb_max_frames - + # more number of segments than possible with the duration of file if num_detection_segments > num_segments: - logging.warning(f'Lang ID: Can not have more number of segments than possible with the duration of file, setting {num_segments} segments.') + logging.warning( + f"Lang ID: Can not have more segments, setting {num_segments} segments." + ) num_detection_segments = num_segments # create a list of indices to randomly select segments from indices = list(range(num_detection_segments)) - + # fix seed to get deterministic results random.seed(0) random.shuffle(indices) @@ -1766,32 +1868,31 @@ def detect_language_multi_segment(self, audio: Union[str, BinaryIO, np.ndarray], confident_language_probabilities = defaultdict(list) num_confident_segments_per_language = defaultdict(int) - # Iterate over the randomly selected indices of the segments. # # For each segment, extract features and detect language. # # If the language is confident, add it to the list of confident segments for that language. # - # If the number of confident segments for a language + # If the number of confident segments for a language # is greater than or equal to the number of detection segments, # return the language and the average probability of the language. # - # If we are unable to get sufficient number of confident predcitions, + # If we are unable to get sufficient number of confident predcitions, # return the most frequently detected language with maximum probability. # - # Note: we need to get sufficient number of confident predictions per language, not in total. + # We need to get sufficient number of confident predictions per language, not in total. for i in indices: - segment_features = features[:, i*nb_max_frames : (i+1)*nb_max_frames] + segment_features = features[:, i * nb_max_frames : (i + 1) * nb_max_frames] try: encoder_output = self.encode(segment_features) results = self.model.detect_language(encoder_output)[0] - - except ValueError as e: #or RuntimeError - logging.error(f'Inference error:{e}' ) - # results is the list of classes (languages) and their probabilities in the decreasing order, + except ValueError as e: # or RuntimeError + logging.error(f"Inference error:{e}") + + # results is the list of classes (languages) and their probabilities (descending), # for eg: [('<|de|>', 0.482177734375),('<|en|>', 0.283447265625),...] # take top language token and probability @@ -1809,93 +1910,115 @@ def detect_language_multi_segment(self, audio: Union[str, BinaryIO, np.ndarray], # only consider if the language prediction is confident if language_probability > language_threshold: num_confident_segments_per_language[language] += 1 - - # Add language and probability to the list of languages when it is confident on prediction + + # Add language and probability to the list of languages when it is confident confident_language_probabilities[language].append(language_probability) # return the language when sufficient number of confident segments is achieved - if num_confident_segments_per_language[language] >= num_detection_segments: + if ( + num_confident_segments_per_language[language] + >= num_detection_segments + ): # Considering the average probability of only confident segments - return {'language_code': language,'language_confidence': np.average(confident_language_probabilities[language])} + return { + "language_code": language, + "language_confidence": np.average( + confident_language_probabilities[language] + ), + } # if we are unable to get sufficient number of confident predictions, - # return the most frequently detected language (if there is a tie, return the one with maximum average probability) + # return the most frequently detected language. + # if there is a tie, return the one with maximum average probability. counter = Counter(detected_languages) - + # Define the key function to select frequent language with attached probabilities def key_func(language): # Calculate the frequency of the language frequency = counter[language] # Calculate the average probability of the language - prob_avg = sum(all_language_probabilities[language]) / len(all_language_probabilities[language]) - + prob_avg = sum(all_language_probabilities[language]) / len( + all_language_probabilities[language] + ) + return (frequency, prob_avg) - + max_language = None - if detected_languages: - + if detected_languages: # Use the key function to find the language with maximum frequency and probability - max_language = max(detected_languages, key = key_func) - max_probability = sum(all_language_probabilities[max_language]) / len(all_language_probabilities[max_language]) + max_language = max(detected_languages, key=key_func) + max_probability = sum(all_language_probabilities[max_language]) / len( + all_language_probabilities[max_language] + ) # Do additional checks for silence for non-confident case # calculate RMS amplitude and DC offset dc_offset = np.mean(audio) audio_minus_dc_offset = audio - dc_offset - is_silent = np.all(abs(audio) < 0.01) or np.sqrt(np.mean(audio_minus_dc_offset**2)) < 0.01 + is_silent = ( + np.all(abs(audio) < 0.01) + or np.sqrt(np.mean(audio_minus_dc_offset**2)) < 0.01 + ) if is_silent: - return {'language_code': 'silence','language_confidence': 1.0} + return {"language_code": "silence", "language_confidence": 1.0} if max_language is not None: - return {'language_code': max_language,'language_confidence': max_probability} - + return { + "language_code": max_language, + "language_confidence": max_probability, + } + # Language is not detected for any segment and none of prev conditions met - return {'language_code': 'silence','language_confidence': 1.0} - -default_batched_asr_options = { - "beam_size": 5, - "best_of": 5, - "patience": 1, - "length_penalty": 1, - "repetition_penalty": 1, - "no_repeat_ngram_size": 0, - "temperatures": [0.0, 0.2, 0.4, 0.6, 0.8, 1.0], - "compression_ratio_threshold": 2.4, - "log_prob_threshold": -1.0, - "no_speech_threshold": 0.6, - "condition_on_previous_text": False, - "prompt_reset_on_temperature": 0.5, - "initial_prompt": None, - "prefix": None, - "suppress_blank": True, - "suppress_tokens":[-1], - "max_new_tokens":None, - "clip_timestamps":"0", - "hallucination_silence_threshold":None, - "without_timestamps": True,# False for timings - "max_initial_timestamp": 0.0, - "word_timestamps": False, - "prepend_punctuations": "\"'“¿([{-", - "append_punctuations": "\"'.。,,!!??::”)]}、", - "log_prob_low_threshold": -2.0, - "multilingual": False, - "output_language": 'en', - } - -def load_model_batch(whisper_arch, - device, - device_index=0, - compute_type="float16", - asr_options=None, - language : Optional[str] = None, - model=None, - task="transcribe", - download_root=None, - threads=4): - '''Load a Whisper model for inference. + return {"language_code": "silence", "language_confidence": 1.0} + + +default_batched_asr_options = { + "beam_size": 5, + "best_of": 5, + "patience": 1, + "length_penalty": 1, + "repetition_penalty": 1, + "no_repeat_ngram_size": 0, + "temperatures": [0.0, 0.2, 0.4, 0.6, 0.8, 1.0], + "compression_ratio_threshold": 2.4, + "log_prob_threshold": -1.0, + "no_speech_threshold": 0.6, + "condition_on_previous_text": False, + "prompt_reset_on_temperature": 0.5, + "initial_prompt": None, + "prefix": None, + "suppress_blank": True, + "suppress_tokens": [-1], + "max_new_tokens": None, + "clip_timestamps": "0", + "hallucination_silence_threshold": None, + "without_timestamps": True, # False for timings + "max_initial_timestamp": 0.0, + "word_timestamps": False, + "prepend_punctuations": "\"'“¿([{-", + "append_punctuations": "\"'.。,,!!??::”)]}、", + "log_prob_low_threshold": -2.0, + "multilingual": False, + "output_language": "en", +} + + +def load_model_batch( + whisper_arch, + device, + device_index=0, + compute_type="float16", + asr_options=None, + language: Optional[str] = None, + model=None, + task="transcribe", + download_root=None, + threads=4, +): + """Load a Whisper model for inference. Args: whisper_arch: str - The name of the Whisper model to load. device: str - The device to load the model on. @@ -1903,30 +2026,38 @@ def load_model_batch(whisper_arch, options: dict - A dictionary of options to use for the model. language: str - The language of the model. (use English for now) download_root: Optional[str] - The root directory to download the model to. - threads: int - The number of cpu threads to use per worker, e.g. will be multiplied by num workers. + threads: int - The number of cpu threads to use per worker. Returns: A Whisper pipeline. - ''' + """ if whisper_arch.endswith(".en"): language = "en" - model = WhisperModel(whisper_arch, - device=device, - device_index=device_index, - compute_type=compute_type, - download_root=download_root, - cpu_threads=threads) + model = WhisperModel( + whisper_arch, + device=device, + device_index=device_index, + compute_type=compute_type, + download_root=download_root, + cpu_threads=threads, + ) if language is not None: - tokenizer = Tokenizer(model.hf_tokenizer, model.model.is_multilingual, task=task, language=language) + tokenizer = Tokenizer( + model.hf_tokenizer, + model.model.is_multilingual, + task=task, + language=language, + ) else: - model.logger.warning("No language specified, language will be first detected for each audio file (increases inference time).") + model.logger.warning( + "No language specified, it will be detected causing increase in inference time." + ) tokenizer = None if asr_options is not None: default_batched_asr_options.update(asr_options) - batched_asr_options = TranscriptionOptions(**default_batched_asr_options) return BatchedInferencePipeline( diff --git a/faster_whisper/vad.py b/faster_whisper/vad.py index f92170b3..9f7530d0 100644 --- a/faster_whisper/vad.py +++ b/faster_whisper/vad.py @@ -2,20 +2,20 @@ import functools import os import warnings + from collections.abc import Callable from typing import List, NamedTuple, Optional -import numpy as np - - -from faster_whisper.utils import get_assets_path - +import numpy as np +import pandas as pd import torch + from pyannote.audio.core.io import AudioFile from pyannote.audio.pipelines import VoiceActivityDetection from pyannote.audio.pipelines.utils import PipelineModel from pyannote.core import Annotation, Segment, SlidingWindowFeature +from faster_whisper.utils import get_assets_path # The code below is adapted from https://github.com/snakers4/silero-vad. @@ -299,9 +299,17 @@ def __call__(self, x, state, sr: int): return out, state -#The code below is adapted from whisper-x +# The code below is adapted from whisper-x + +class SegmentX: + def __init__(self, start, end, speaker=None): + self.start = start + self.end = end + self.speaker = speaker + + class VoiceActivitySegmentation(VoiceActivityDetection): - """Pipeline wrapper class for performing Voice Activity Segmentation based on the detection from the VAD model.""" + """Pipeline wrapper class for Voice Activity Segmentation based on VAD scores.""" def __init__( self, @@ -319,7 +327,7 @@ def __init__( device (torch.device | None): Device to perform the segmentation. fscore (bool): Flag indicating whether to compute F-score during inference. use_auth_token (str | None): Optional authentication token for model access. - inference_kwargs (dict): Optional additional arguments from VoiceActivityDetection pipeline. + inference_kwargs (dict): Additional arguments from VoiceActivityDetection pipeline. """ super().__init__( segmentation=segmentation, @@ -334,7 +342,7 @@ def apply(self, file: AudioFile, hook: Callable | None = None) -> Annotation: Args: file (AudioFile): Processed file. - hook (callable, optional): Hook called after each major step of the pipeline with the following signature: hook("step_name", step_artefact, file=file) + hook (callable): Hook called with signature: hook("step_name", step_artefact, file=file) Returns: segmentations (Annotation): Voice activity segmentation. @@ -357,7 +365,7 @@ def apply(self, file: AudioFile, hook: Callable | None = None) -> Annotation: class BinarizeVadScores: - """Binarize detection scores using hysteresis thresholding, with min-cut operation to ensure no segments are longer than max_duration. + """Binarize detection scores using hysteresis thresholding. Reference: Gregory Gelly and Jean-Luc Gauvain. "Minimum Word Error Training of @@ -396,7 +404,7 @@ def __init__( Extend active regions by moving their end time by that many seconds. Defaults to 0s. max_duration (float): - The maximum length of an active segment, divides segment at timestamp with lowest score. + The maximum length of an active segment. """ super().__init__() @@ -500,3 +508,83 @@ def __call__(self, scores: SlidingWindowFeature) -> Annotation: del active[segment, track] return active + + +def merge_vad( + vad_arr, pad_onset=0.0, pad_offset=0.0, min_duration_off=0.0, min_duration_on=0.0 +): + active = Annotation() + for k, vad_t in enumerate(vad_arr): + region = Segment(vad_t[0] - pad_onset, vad_t[1] + pad_offset) + active[region, k] = 1 + + if pad_offset > 0.0 or pad_onset > 0.0 or min_duration_off > 0.0: + active = active.support(collar=min_duration_off) + + # remove tracks shorter than min_duration_on + if min_duration_on > 0: + for segment, track in list(active.itertracks()): + if segment.duration < min_duration_on: + del active[segment, track] + + active = active.for_json() + active_segs = pd.DataFrame([x["segment"] for x in active["content"]]) + return active_segs + + +def merge_chunks( + segments, + chunk_size, + onset: float = 0.5, + offset: Optional[float] = None, +): + """ + Merge operation described in paper + """ + curr_end = 0 + merged_segments = [] + seg_idxs = [] + speaker_idxs = [] + + assert chunk_size > 0 + binarize = BinarizeVadScores(max_duration=chunk_size, onset=onset, offset=offset) + segments = binarize(segments) + segments_list = [] + for speech_turn in segments.get_timeline(): + segments_list.append( + SegmentX( + max(0.0, speech_turn.start - 0.1), speech_turn.end + 0.1, "UNKNOWN" + ) + ) # 100ms padding to account for edge errors + + if len(segments_list) == 0: + print("No active speech found in audio") + return [] + # assert segments_list, "segments_list is empty." + # Make sur the starting point is the start of the segment. + curr_start = segments_list[0].start + + for seg in segments_list: + if seg.end - curr_start > chunk_size and curr_end - curr_start > 0: + merged_segments.append( + { + "start": curr_start, + "end": curr_end, + "segments": seg_idxs, + } + ) + curr_start = seg.start + seg_idxs = [] + speaker_idxs = [] + curr_end = seg.end + seg_idxs.append((seg.start, seg.end)) + speaker_idxs.append(seg.speaker) + # add final + merged_segments.append( + { + "start": curr_start, + "end": curr_end, + "segments": seg_idxs, + } + ) + return merged_segments diff --git a/requirements.txt b/requirements.txt index f502ed9b..ce4de922 100644 --- a/requirements.txt +++ b/requirements.txt @@ -5,6 +5,7 @@ tokenizers>=0.13,<0.16 onnxruntime>=1.14,<2 transformers #4.36.0 pyannote-audio>=3.1.1 +pandas>=2.1.4 #torch>=2.1.1+cu121 #torchaudio>=2.1.2+cu121 jsons>=1.6.3 diff --git a/tests/conftest.py b/tests/conftest.py index 1a1ee1d1..0c0f4248 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -11,3 +11,8 @@ def data_dir(): @pytest.fixture def jfk_path(data_dir): return os.path.join(data_dir, "jfk.flac") + + +@pytest.fixture +def physcisworks_path(data_dir): + return os.path.join(data_dir, "physicsworks.wav") diff --git a/tests/data/physicsworks.wav b/tests/data/physicsworks.wav new file mode 100644 index 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