Push model using huggingface_hub.
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README.md
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- speaker-identification
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Automatic Speech Recognition (ASR) (character-level CTC loss)
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Speaker Identification
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Emotion Recognition
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The system is trained on a combination of training dataset with parallel data from speech transcriptions, speaker identification and emotion recognition labels.
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📌 Features
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Multitask model (Wav2Vec2MultiTasks) with shared Wav2Vec2 encoder and separate heads for:
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Speech Recognition (CTC)
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Speaker classification
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Emotion classification
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Custom data preprocessing:
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Cleans transcripts (removes punctuation & special characters)
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Converts numbers into words
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Builds a vocabulary and tokenizer
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Filters short/invalid audio
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Training, validation, and test splits with collators for CTC.
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Evaluation metrics:
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Character Error Rate (CER) for character recognition
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Accuracy for speaker and emotion classification
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This model has been pushed to the Hub using the [PytorchModelHubMixin](https://huggingface.co/docs/huggingface_hub/package_reference/mixins#huggingface_hub.PyTorchModelHubMixin) integration:
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- Code: https://huggingface.co/asadullah797/ssl-semi-multitask
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- Paper: [More Information Needed]
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- Docs: https://github.com/asadullah797/ssl_semi-multitask/blob/main/README.md
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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size 378804760
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