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kobrasoft
/
kobraspeech-rnn-cs

Automatic Speech Recognition
TensorBoard
Keras
TF-Keras
Czech
tensorflow
speech
Tensorflow
Keras
RNN
Eval Results
Model card Files Metrics Community
1
kozak-vaclav commited on
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Push Keras model using huggingface_hub.

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Files changed (29) hide show
  1. README.md +38 -50
  2. fingerprint.pb +2 -2
  3. keras_metadata.pb +2 -2
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README.md CHANGED
@@ -1,59 +1,47 @@
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  ---
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- datasets:
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- - mozilla-foundation/common_voice_17_0
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- language: cs
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- library_name: tensorflow
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- license: mit
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- metrics:
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- - wer
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- - val_loss
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- pipeline_tag: automatic-speech-recognition
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  tags:
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  - automatic-speech-recognition
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  - speech
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  - Tensorflow
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  - Keras
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  - RNN
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- model-index:
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- - name: KobraSpeech RNN Czech
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- results:
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- - task:
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- type: speech-to-text
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- dataset:
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- name: mozilla-foundation/common_voice_17_0
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- type: common_voice
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- split: test
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- metrics:
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- - type: wer
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- value: '0.7610'
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  ---
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- # KobraSpeech RNN Czech
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- This is a lightweight speech-to-text model for Czech language. It was trained on the Common Voice dataset.
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-
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- ## Training progress
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- | Epoch | Loss | Val Loss |
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- | --- | --- | --- |
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- | 1 | 22.1499 | 43.2719 |
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- | 2 | 21.4798 | 44.1952 |
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- | 3 | 20.7910 | 44.2559 |
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- | 4 | 20.1507 | 45.7327 |
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- | 5 | 19.5977 | 44.9169 |
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- | 6 | 19.0259 | 45.6965 |
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- | 7 | 18.4740 | 45.5007 |
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- | 8 | 17.9880 | 44.8339 |
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- | 9 | 17.5109 | 45.1923 |
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- | 10 | 17.0107 | 45.2495 |
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- | 11 | 16.6672 | 45.9236 |
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- | 12 | 16.1844 | 45.5242 |
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- | 13 | 15.7726 | 46.3954 |
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- | 14 | 15.3425 | 45.7824 |
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- | 15 | 14.9574 | 46.0493 |
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- | 16 | 14.6327 | 47.5149 |
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- | 17 | 14.2735 | 46.7226 |
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- | 18 | 13.9370 | 47.9846 |
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- | 19 | 13.6578 | 47.1873 |
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- | 20 | 13.3302 | 47.5280 |
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-
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-
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- This model created by [Kobrasoft](https://kobrasoft.cz)
 
 
 
 
 
 
 
 
 
1
  ---
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+ library_name: keras
 
 
 
 
 
 
 
 
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  tags:
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  - automatic-speech-recognition
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  - speech
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  - Tensorflow
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  - Keras
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  - RNN
 
 
 
 
 
 
 
 
 
 
 
 
9
  ---
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+
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+ | Hyperparameters | Value |
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+ | :-- | :-- |
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+ | name | Adam |
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+ | weight_decay | None |
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+ | clipnorm | None |
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+ | global_clipnorm | None |
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+ | clipvalue | None |
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+ | use_ema | False |
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+ | ema_momentum | 0.99 |
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+ | ema_overwrite_frequency | None |
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+ | jit_compile | True |
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+ | is_legacy_optimizer | False |
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+ | learning_rate | 9.999999747378752e-05 |
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+ | beta_1 | 0.9 |
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+ | beta_2 | 0.999 |
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+ | epsilon | 1e-07 |
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+ | amsgrad | False |
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+ | training_precision | float32 |
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+
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