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--- |
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tags: |
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- espnet |
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- audio |
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- audio-source-separation |
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- audio-to-audio |
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language: en |
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datasets: |
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- dns_ins20 |
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license: cc-by-4.0 |
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inference: false |
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--- |
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# ESPnet2 ENH pretrained model |
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## `neillu23/dns_ins20_enh_train_enh_blstm_tf_raw_valid.loss.best, fs=16k, lang=en` |
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♻️ Imported from <https://zenodo.org/record/4923697#.YOAOIpozZH4>. |
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This model was trained by neillu23 using dns_ins20 recipe in [espnet](https://github.com/espnet/espnet/). |
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### Python API |
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```text |
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See https://github.com/espnet/espnet_model_zoo |
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``` |
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### Evaluate in the recipe |
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```python |
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# coming soon |
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``` |
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### Results |
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```bash |
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# RESULTS |
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## Environments |
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- date: `Wed Jun 9 09:49:34 CST 2021` |
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- python version: `3.8.10 (default, May 19 2021, 18:05:58) [GCC 7.3.0]` |
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- espnet version: `espnet 0.9.9` |
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- pytorch version: `pytorch 1.4.0` |
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- Git hash: `c1dfefb98bf59f654e0907b9681668eaca8ddfcc` |
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- Commit date: `Tue Jun 8 17:23:26 2021 +0800` |
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## enh_train_enh_blstm_tf_raw |
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config: ./conf/tuning/train_enh_blstm_tf.yaml |
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|dataset|STOI|SAR|SDR|SIR| |
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|---|---|---|---|---| |
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|enhanced_cv_synthetic|0.98|23.87|23.87|0.00| |
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|enhanced_tt_synthetic_no_reverb|0.96|15.94|15.94|0.00| |
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|enhanced_tt_synthetic_with_reverb|0.84|11.86|11.86|0.00| |
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``` |
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### Training config |
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See full config in [`config.yaml`](./exp/enh_train_enh_blstm_tf_raw/config.yaml) |
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```yaml |
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config: ./conf/tuning/train_enh_blstm_tf.yaml |
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print_config: false |
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log_level: INFO |
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dry_run: false |
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iterator_type: sequence |
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output_dir: exp/enh_train_enh_blstm_tf_raw |
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ngpu: 1 |
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seed: 0 |
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num_workers: 4 |
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num_att_plot: 3 |
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dist_backend: nccl |
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dist_init_method: env:// |
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dist_world_size: 2 |
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dist_rank: 0 |
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local_rank: 0 |
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dist_master_addr: localhost |
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dist_master_port: 45398 |
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dist_launcher: null |
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multiprocessing_distributed: true |
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unused_parameters: false |
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sharded_ddp: false |
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cudnn_enabled: true |
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cudnn_benchmark: false |
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cudnn_deterministic: true |
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``` |
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