Automatic Speech Recognition
Transformers
PyTorch
TensorBoard
speech-encoder-decoder
Generated from Trainer
Instructions to use sanchit-gandhi/wav2vec2-2-rnd-grid-search with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use sanchit-gandhi/wav2vec2-2-rnd-grid-search with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("automatic-speech-recognition", model="sanchit-gandhi/wav2vec2-2-rnd-grid-search")# Load model directly from transformers import AutoTokenizer, AutoModelForMultimodalLM tokenizer = AutoTokenizer.from_pretrained("sanchit-gandhi/wav2vec2-2-rnd-grid-search") model = AutoModelForMultimodalLM.from_pretrained("sanchit-gandhi/wav2vec2-2-rnd-grid-search") - Notebooks
- Google Colab
- Kaggle
Sanchit Gandhi commited on
Commit ·
fada494
1
Parent(s): dbc3f8b
update model card README.md
Browse files
README.md
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This model was trained from scratch on the librispeech_asr dataset.
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It achieves the following results on the evaluation set:
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- Loss: 6.
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- Wer:
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## Model description
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 0.
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- train_batch_size: 8
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- eval_batch_size: 8
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- seed: 42
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| Training Loss | Epoch | Step | Validation Loss | Wer |
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### Framework versions
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This model was trained from scratch on the librispeech_asr dataset.
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It achieves the following results on the evaluation set:
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- Loss: 6.9475
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- Wer: 2.0097
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## Model description
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 0.0003
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- train_batch_size: 8
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- eval_batch_size: 8
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- seed: 42
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| Training Loss | Epoch | Step | Validation Loss | Wer |
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|:-------------:|:-----:|:----:|:---------------:|:------:|
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| 6.9006 | 1.68 | 1500 | 6.9507 | 2.0097 |
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| 6.9503 | 3.36 | 3000 | 6.9475 | 2.0097 |
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### Framework versions
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wandb/run-20220303_062125-20v3572q/files/output.log
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[INFO|configuration_utils.py:438] 2022-03-03 14:26:19,802 >> Configuration saved in ./config.jsons of the input, floating-point operations will not be computed-03 14:26:15,703 >> Could not estimate the number of tokens of the input, floating-point operations will not be computed
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[INFO|trainer.py:2114] 2022-03-03 14:26:34,873 >> Saving model checkpoint to ./d in ./config.jsons of the input, floating-point operations will not be computed-03 14:26:15,703 >> Could not estimate the number of tokens of the input, floating-point operations will not be computed
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[INFO|feature_extraction_utils.py:324] 2022-03-03 14:26:50,355 >> Configuration saved in ./preprocessor_config.jsonoating-point operations will not be computed-03 14:26:15,703 >> Could not estimate the number of tokens of the input, floating-point operations will not be computed
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[INFO|configuration_utils.py:438] 2022-03-03 14:26:19,802 >> Configuration saved in ./config.jsons of the input, floating-point operations will not be computed-03 14:26:15,703 >> Could not estimate the number of tokens of the input, floating-point operations will not be computed
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[INFO|trainer.py:2114] 2022-03-03 14:26:34,873 >> Saving model checkpoint to ./d in ./config.jsons of the input, floating-point operations will not be computed-03 14:26:15,703 >> Could not estimate the number of tokens of the input, floating-point operations will not be computed
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[INFO|feature_extraction_utils.py:324] 2022-03-03 14:26:50,355 >> Configuration saved in ./preprocessor_config.jsonoating-point operations will not be computed-03 14:26:15,703 >> Could not estimate the number of tokens of the input, floating-point operations will not be computed
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03/03/2022 14:30:56 - WARNING - huggingface_hub.repository - To https://huggingface.co/sanchit-gandhi/wav2vec2-2-rnd-grid-search
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wandb/run-20220303_062125-20v3572q/logs/debug-internal.log
CHANGED
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@@ -41960,3 +41960,105 @@ requests.exceptions.ReadTimeout: HTTPSConnectionPool(host='api.wandb.ai', port=4
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2022-03-03 14:28:00,820 DEBUG SenderThread:272469 [sender.py:send_request():249] send_request: stop_status
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2022-03-03 14:28:00,820 DEBUG SenderThread:272469 [sender.py:send_request():249] send_request: stop_status
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| 42021 |
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wandb/run-20220303_062125-20v3572q/run-20v3572q.wandb
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