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  1. config.json +3 -0
  2. example-ar.mp3 +0 -0
  3. hyperparams.yaml +77 -0
config.json ADDED
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+ {
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+ "speechbrain_interface": "WhisperASR"
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+ }
example-ar.mp3 ADDED
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hyperparams.yaml ADDED
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+ # ################################
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+ # Model: Whisper (Encoder-Decoder) + NLL
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+ # Augmentation: TimeDomainSpecAugment
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+ # Authors: Pooneh Mousavi 2022
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+ # ################################
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+
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+
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+ # URL for the biggest Fairseq english whisper model.
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+ whisper_hub: openai/whisper-large-v2
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+
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+ # Normalize inputs with
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+ # the same normalization done in the paper. Refer to Appendix C for further information.
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+ normalized_transcripts: True
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+
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+
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+ language: arabic
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+
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+ auto_mix_prec: False
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+ sample_rate: 16000
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+
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+ # These values are only used for the searchers.
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+ # They needs to be hardcoded and should not be changed with Whisper.
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+ # They are used as part of the searching process.
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+ # The bos token of the searcher will be timestamp_index
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+ # and will be concatenated with the bos, language and task tokens.
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+ timestamp_index: 50363
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+ eos_index: 50257
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+ bos_index: 50258
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+
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+ # Decoding parameters
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+ min_decode_ratio: 0.0
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+ max_decode_ratio: 1.0
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+ test_beam_size: 8
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+
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+ # Model parameters
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+ freeze_whisper: True
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+ freeze_encoder: True
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+
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+
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+
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+ whisper: !new:speechbrain.lobes.models.huggingface_whisper.HuggingFaceWhisper
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+ source: !ref <whisper_hub>
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+ freeze: !ref <freeze_whisper>
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+ freeze_encoder: !ref <freeze_encoder>
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+ save_path: whisper_checkpoints
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+ encoder_only: False
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+
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+
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+
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+ decoder: !new:speechbrain.decoders.seq2seq.S2SWhisperGreedySearch
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+ model: !ref <whisper>
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+ bos_index: !ref <timestamp_index>
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+ eos_index: !ref <eos_index>
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+ min_decode_ratio: !ref <min_decode_ratio>
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+ max_decode_ratio: !ref <max_decode_ratio>
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+
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+ # test_beam_searcher: !new:speechbrain.decoders.seq2seq.S2SWhisperBeamSearch
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+ # module: [!ref <whisper>]
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+ # bos_index: !ref <timestamp_index>
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+ # eos_index: !ref <eos_index>
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+ # min_decode_ratio: !ref <min_decode_ratio>
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+ # max_decode_ratio: !ref <max_decode_ratio>
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+ # beam_size: !ref <test_beam_size>
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+
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+
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+
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+
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+
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+ modules:
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+ whisper: !ref <whisper>
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+ decoder: !ref <decoder>
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+
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+
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+ pretrainer: !new:speechbrain.utils.parameter_transfer.Pretrainer
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+ loadables:
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+ whisper: !ref <whisper>
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+