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ConvTasNet_Libri3Mix_sepclean_8k

JorisCos / ConvTasNet_Libri3Mix_sepclean_8k

Run on huggingface.co
huggingface.co
Total runs: 167
24-hour runs: 4
7-day runs: 9
30-day runs: 97
Model's Last Updated: September 23 2021
audio-to-audio

Introduction of ConvTasNet_Libri3Mix_sepclean_8k

Model Details of ConvTasNet_Libri3Mix_sepclean_8k

Asteroid model JorisCos/ConvTasNet_Libri3Mix_sepclean_8k

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: 8000
    segment: 3
    task: sep_clean
    train_dir: data/wav8k/min/train-360
    valid_dir: data/wav8k/min/dev
filterbank:
    kernel_size: 16
    n_filters: 512
    stride: 8
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: 24
  early_stop: true
  epochs: 200
  half_lr: true
  num_workers: 4

Results :

On Libri3Mix min test set : 

si_sdr: 8.581797049575108
si_sdr_imp: 11.977037288467368
sdr' 9.305885208641385
sdr_imp: 12.3943409734845
sir: 16.42030534048559
sir_imp: 19.508759460400984
sar: 10.641943911079238
sar_imp: -56.4345187842095
stoi: 0.8365148408724333
stoi_imp: 0.24401766199806396

License notice:

This work "ConvTasNet_Libri3Mix_sepclean_8k" is a derivative of LibriSpeech ASR corpus by Vassil Panayotov, used under CC BY 4.0 . "ConvTasNet_Libri3Mix_sepclean_8k" is licensed under Attribution-ShareAlike 3.0 Unported by Cosentino Joris.

Runs of JorisCos ConvTasNet_Libri3Mix_sepclean_8k on huggingface.co

167
Total runs
4
24-hour runs
-6
3-day runs
9
7-day runs
97
30-day runs

More Information About ConvTasNet_Libri3Mix_sepclean_8k huggingface.co Model

More ConvTasNet_Libri3Mix_sepclean_8k license Visit here:

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

ConvTasNet_Libri3Mix_sepclean_8k huggingface.co

ConvTasNet_Libri3Mix_sepclean_8k huggingface.co is an AI model on huggingface.co that provides ConvTasNet_Libri3Mix_sepclean_8k's model effect (), which can be used instantly with this JorisCos ConvTasNet_Libri3Mix_sepclean_8k model. huggingface.co supports a free trial of the ConvTasNet_Libri3Mix_sepclean_8k model, and also provides paid use of the ConvTasNet_Libri3Mix_sepclean_8k. Support call ConvTasNet_Libri3Mix_sepclean_8k model through api, including Node.js, Python, http.

ConvTasNet_Libri3Mix_sepclean_8k huggingface.co Url

https://huggingface.co/JorisCos/ConvTasNet_Libri3Mix_sepclean_8k

JorisCos ConvTasNet_Libri3Mix_sepclean_8k online free

ConvTasNet_Libri3Mix_sepclean_8k huggingface.co is an online trial and call api platform, which integrates ConvTasNet_Libri3Mix_sepclean_8k's modeling effects, including api services, and provides a free online trial of ConvTasNet_Libri3Mix_sepclean_8k, you can try ConvTasNet_Libri3Mix_sepclean_8k online for free by clicking the link below.

JorisCos ConvTasNet_Libri3Mix_sepclean_8k online free url in huggingface.co:

https://huggingface.co/JorisCos/ConvTasNet_Libri3Mix_sepclean_8k

ConvTasNet_Libri3Mix_sepclean_8k install

ConvTasNet_Libri3Mix_sepclean_8k is an open source model from GitHub that offers a free installation service, and any user can find ConvTasNet_Libri3Mix_sepclean_8k on GitHub to install. At the same time, huggingface.co provides the effect of ConvTasNet_Libri3Mix_sepclean_8k install, users can directly use ConvTasNet_Libri3Mix_sepclean_8k installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

ConvTasNet_Libri3Mix_sepclean_8k install url in huggingface.co:

https://huggingface.co/JorisCos/ConvTasNet_Libri3Mix_sepclean_8k

Url of ConvTasNet_Libri3Mix_sepclean_8k

ConvTasNet_Libri3Mix_sepclean_8k huggingface.co Url

Provider of ConvTasNet_Libri3Mix_sepclean_8k huggingface.co

JorisCos
ORGANIZATIONS
huggingface.co

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