TFMusicAudioEncoder

An Autoencoder for WAV files

Setup

1. Create a folder named 'audio_wav' and a folder named 'output'
2. Put all WAV files for training in the audio_wav folder
3. Open up your terminal within the folder and run python3 encoder.py

Tips

• If you're only looking at a single batch of songs, it'd be wise to move the ch1_song, ch2_song, sample_rate = next_batch(i, batch_size, sess) call outside of the training loops. This way it's only called once.

• If you find yourself running out of memory too quickly, reduce the songs_per_batch, and the node sizes for the input layers.