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Wav2Vec2 Model (initialized from facebook/wav2vec2-base) with no LM head.
Model weights are converted into TensorFlow using following script:
python3 convert_torch_to_tf.py --hf_model_id "facebook/wav2vec2-base"
TF SavedModel is obtained by running following commands:
git clone https://huggingface.co/vasudevgupta/gsoc-wav2vec2
python3 export2hub.py \
--hf_model_id facebook/wav2vec2-base \
--saved_model_dir gsoc-wav2vec2/saved-model \
--seqlen 246000
cd gsoc-wav2vec2 && tar -czf saved-model.tar.gz saved-model
Project Link: https://github.com/vasudevgupta7/gsoc-wav2vec2
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