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--- |
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tags: |
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- audacity |
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inference: false |
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--- |
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This is an Audacity wrapper for the model, forked from the repository `JorisCos/ConvTasNet_Libri3Mix_sepnoisy_16k`, |
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This model was trained using the Asteroid library: https://github.com/asteroid-team/asteroid. |
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The following info was copied directly from `JorisCos/ConvTasNet_Libri3Mix_sepnoisy_16k`: |
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Description: |
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This model was trained by Joris Cosentino using the librimix recipe in [Asteroid](https://github.com/asteroid-team/asteroid). |
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It was trained on the `sep_noisy` task of the Libri3Mix dataset. |
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Training config: |
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```yml |
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data: |
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n_src: 3 |
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sample_rate: 16000 |
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segment: 3 |
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task: sep_noisy |
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train_dir: data/wav16k/min/train-360 |
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valid_dir: data/wav16k/min/dev |
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filterbank: |
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kernel_size: 32 |
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n_filters: 512 |
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stride: 16 |
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masknet: |
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bn_chan: 128 |
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hid_chan: 512 |
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mask_act: relu |
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n_blocks: 8 |
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n_repeats: 3 |
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n_src: 3 |
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skip_chan: 128 |
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optim: |
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lr: 0.001 |
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optimizer: adam |
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weight_decay: 0.0 |
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training: |
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batch_size: 8 |
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early_stop: true |
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epochs: 200 |
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half_lr: true |
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num_workers: 4 |
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``` |
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Results: |
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On Libri3Mix min test set : |
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```yml |
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si_sdr: 5.926151147554517 |
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si_sdr_imp: 10.282912158535625 |
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sdr: 6.700975236867358 |
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sdr_imp: 10.882972447337504 |
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sir: 15.364110064569388 |
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sir_imp: 18.574476587171688 |
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sar: 7.918866830474568 |
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sar_imp: -0.9638973409971135 |
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stoi: 0.7713777027310713 |
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stoi_imp: 0.2078696167973911 |
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``` |
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License notice: |
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This work "ConvTasNet_Libri3Mix_sepnoisy_16k" is a derivative of [LibriSpeech ASR corpus](http://www.openslr.org/12) by Vassil Panayotov, |
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used under [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/); of The WSJ0 Hipster Ambient Mixtures |
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dataset by [Whisper.ai](http://wham.whisper.ai/), used under [CC BY-NC 4.0](https://creativecommons.org/licenses/by-nc/4.0/). |
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"ConvTasNet_Libri3Mix_sepnoisy_16k" is licensed under [Attribution-ShareAlike 3.0 Unported](https://creativecommons.org/licenses/by-sa/3.0/) by Joris Cosentino |
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