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16k-subband-qat/best.pt

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+version https://git-lfs.github.com/spec/v1
+oid sha256:63840420b1e196ea54f42ec8c39a0937e9df34322b642e8ff74d73e79c7567bd
+size 3793092

16k-subband-qat/config.yaml

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+seed: 0
+device: auto
+stft:
+  sample_rate: 16000
+  n_fft: 1024
+  hop_length: 200
+  win_length: 800
+  log_eps: 1.0e-05
+model:
+  variant: subband
+  base_channels: 64
+  depth: 4
+  gru_hidden: 256
+  gru_reduce: 32
+  bands: 48
+  blocks: 4
+  head: bin
+  in_ch: 1
+  out_ch: 1
+  mask_type: magnitude
+  lookahead: 0
+  compress_power: 1.0
+norm:
+  mean: -2.332935
+  std: 1.910467
+aug:
+  snr_db:
+  - 0.0
+  - 20.0
+  reverb_prob: 0.5
+  noise_prob: 1.0
+  remove_reverb: false
+data:
+  clean_dirs:
+  - data/clean_24k
+  noise_dir: data/noise
+  rir_dir: data/rir
+  segment_frames: 128
+  val_fraction: 0.05
+  num_workers: 16
+  dummy: false
+  dummy_size: 64
+train:
+  batch_size: 16
+  lr: 2.0e-05
+  lr_schedule: none
+  warmup_steps: 0
+  max_steps: 10000
+  log_every: 100
+  val_every: 2000
+  ckpt_every: 2000
+  ckpt_dir: outputs/ckpt_16k_subband_c64bin_sisdr_qat_h
+  amp: true
+  si_sdr_weight: 0.05
+  pesq_weight: 0.3
+  qat: false
+  qat_freeze_steps: 0
+  qat_scales: ''
+  init_weights: ''

16k-subband-qat/model_int8.tflite

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16k-subband-qat/model_int8_vela_u55.tflite

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