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Export FireRedASR to ONNX #1865

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Feb 16, 2025
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@csukuangfj csukuangfj commented Feb 16, 2025

See also https://github.com/FireRedTeam/FireRedASR
and
https://huggingface.co/FireRedTeam/FireRedASR-AED-L/tree/main

Note it supports both Chinese and English.

The Large version is quite large. See the exported onnx model files below:

total 1.7G
-rw-r--r-- 1 runner docker  188 Feb 16 08:46 README.md
-rw-r--r-- 1 runner docker 425M Feb 16 08:45 decoder.int8.onnx
-rw-r--r-- 1 runner docker 1.3G Feb 16 08:46 encoder.int8.onnx
drwxr-xr-x 2 runner docker 4.0K Feb 16 08:45 test_wavs
-rw-r--r-- 1 runner docker  70K Feb 16 08:46 tokens.txt

You can download it from
https://github.com/k2-fsa/sherpa-onnx/releases/tag/asr-models

Screenshot 2025-02-16 at 16 52 28

We will open-source the export code once the xs version of the model from
https://github.com/FireRedTeam/FireRedASR
is open-sourced.

@csukuangfj csukuangfj changed the title Export FireRedASR to sherpa-onnx. Export FireRedASR to ONNX Feb 16, 2025
@csukuangfj csukuangfj merged commit 2337169 into k2-fsa:master Feb 16, 2025
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@csukuangfj csukuangfj deleted the export-fire-red-asr branch February 16, 2025 08:54
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