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--- |
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language: |
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- ta |
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metrics: |
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- wer |
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pipeline_tag: automatic-speech-recognition |
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library_name: adapter-transformers |
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--- |
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# Model Card for Model ID |
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<!-- Provide a quick summary of what the model is/does. --> |
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This model is a fine-tuned version of XLS-R on Tamil speech data from Tamil Vulnerable Speech Recognition. |
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## Model Details |
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### Model Description |
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<!-- Provide a longer summary of what this model is. --> |
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- **Model type:** [Transfoemr based model] |
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- **Language(s) :** [Tamil] |
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- **Finetuned from model :** [XLS-R] |
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## Uses |
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<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. --> |
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Thw model is used to perform speech-to-text in Tamil. |
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### Downstream Use |
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<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app --> |
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Tamil Speech Recogniton |
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## Training Details |
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### Training Data |
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<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. --> |
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Tamil vulnerable speech dataset. |
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#### Preprocessing |
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All the .wav files are resampled to 16000 Hz and Log-Mel Spectrogram is extracted |
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## Traning |
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The training code is accessible through [here](https://colab.research.google.com/drive/1YKCibhy4L_Udqai7pqOrzkiTXC_l4wCY?usp=sharing) |
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