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ConvTasNet_Libri3Mix_sepclean_16k

JorisCos / ConvTasNet_Libri3Mix_sepclean_16k

Run on huggingface.co
huggingface.co
Total runs: 277
24-hour runs: 13
7-day runs: 38
30-day runs: 185
Model's Last Updated: September 23 2021
audio-to-audio

Introduction of ConvTasNet_Libri3Mix_sepclean_16k

Model Details of ConvTasNet_Libri3Mix_sepclean_16k

Asteroid model JorisCos/ConvTasNet_Libri3Mix_sepclean_16k

Description:

This model was trained by Joris Cosentino using the librimix recipe in Asteroid . It was trained on the sep_clean task of the Libri3Mix dataset.

Training config: 

data:
    n_src: 3
    sample_rate: 16000
    segment: 3
    task: sep_clean
    train_dir: data/wav16k/min/train-360
    valid_dir: data/wav16k/min/dev
filterbank:
    kernel_size: 32
    n_filters: 512
    stride: 16
masknet:
    bn_chan: 128
    hid_chan: 512
    mask_act: relu
    n_blocks: 8
    n_repeats: 3
    n_src: 3
    skip_chan: 128
optim:
    lr: 0.001
    optimizer: adam
    weight_decay: 0.0
training:
    batch_size: 8
    early_stop: true
    epochs: 200
    half_lr: true
    num_workers: 4

Results :

On Libri3Mix min test set : 

si_sdr: 8.932601610824145
si_sdr_imp: 12.299341066588594
sdr: 9.557260814240447
sdr_imp: 12.76957128385349
sir: 17.387646884037455
sir_imp: 20.599955591768484
sar: 10.686885056960504
sar_imp: -55.8894643263213
stoi: 0.8481258332025354
stoi_imp: 0.25528367853750356

License notice:

This work "ConvTasNet_Libri3Mix_sepclean_16k" is a derivative of LibriSpeech ASR corpus by Vassil Panayotov, used under CC BY 4.0 . "ConvTasNet_Libri3Mix_sepclean_16k" is licensed under Attribution-ShareAlike 3.0 Unported by Cosentino Joris.

Runs of JorisCos ConvTasNet_Libri3Mix_sepclean_16k on huggingface.co

277
Total runs
13
24-hour runs
20
3-day runs
38
7-day runs
185
30-day runs

More Information About ConvTasNet_Libri3Mix_sepclean_16k huggingface.co Model

More ConvTasNet_Libri3Mix_sepclean_16k license Visit here:

https://choosealicense.com/licenses/cc-by-sa-4.0

ConvTasNet_Libri3Mix_sepclean_16k huggingface.co

ConvTasNet_Libri3Mix_sepclean_16k huggingface.co is an AI model on huggingface.co that provides ConvTasNet_Libri3Mix_sepclean_16k's model effect (), which can be used instantly with this JorisCos ConvTasNet_Libri3Mix_sepclean_16k model. huggingface.co supports a free trial of the ConvTasNet_Libri3Mix_sepclean_16k model, and also provides paid use of the ConvTasNet_Libri3Mix_sepclean_16k. Support call ConvTasNet_Libri3Mix_sepclean_16k model through api, including Node.js, Python, http.

ConvTasNet_Libri3Mix_sepclean_16k huggingface.co Url

https://huggingface.co/JorisCos/ConvTasNet_Libri3Mix_sepclean_16k

JorisCos ConvTasNet_Libri3Mix_sepclean_16k online free

ConvTasNet_Libri3Mix_sepclean_16k huggingface.co is an online trial and call api platform, which integrates ConvTasNet_Libri3Mix_sepclean_16k's modeling effects, including api services, and provides a free online trial of ConvTasNet_Libri3Mix_sepclean_16k, you can try ConvTasNet_Libri3Mix_sepclean_16k online for free by clicking the link below.

JorisCos ConvTasNet_Libri3Mix_sepclean_16k online free url in huggingface.co:

https://huggingface.co/JorisCos/ConvTasNet_Libri3Mix_sepclean_16k

ConvTasNet_Libri3Mix_sepclean_16k install

ConvTasNet_Libri3Mix_sepclean_16k is an open source model from GitHub that offers a free installation service, and any user can find ConvTasNet_Libri3Mix_sepclean_16k on GitHub to install. At the same time, huggingface.co provides the effect of ConvTasNet_Libri3Mix_sepclean_16k install, users can directly use ConvTasNet_Libri3Mix_sepclean_16k installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

ConvTasNet_Libri3Mix_sepclean_16k install url in huggingface.co:

https://huggingface.co/JorisCos/ConvTasNet_Libri3Mix_sepclean_16k

Url of ConvTasNet_Libri3Mix_sepclean_16k

ConvTasNet_Libri3Mix_sepclean_16k huggingface.co Url

Provider of ConvTasNet_Libri3Mix_sepclean_16k huggingface.co

JorisCos
ORGANIZATIONS
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