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