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+ ---
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+ library_name: transformers
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+ pipeline_tag: automatic-speech-recognition
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+ license: apache-2.0
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+ language:
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+ - vi
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+ ---
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+ Converted to Flax from [vinai/PhoWhisper-tiny](https://huggingface.co/vinai/PhoWhisper-tiny) for light-speed inference on TPU
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+ ```py
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+ from whisper_jax import FlaxWhisperPipline
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+ import jax.numpy as jnp
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+ pipeline = FlaxWhisperPipline("hr16/PhoWhisper-tiny-flax", dtype=jnp.bfloat16, batch_size=16)
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+ ```
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+
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+ # PhoWhisper: Automatic Speech Recognition for Vietnamese
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+
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+
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+ We introduce **PhoWhisper** in five versions for Vietnamese automatic speech recognition. PhoWhisper's robustness is achieved through fine-tuning the multilingual [Whisper](https://github.com/openai/whisper) on an 844-hour dataset that encompasses diverse Vietnamese accents. Our experimental study demonstrates state-of-the-art performances of PhoWhisper on benchmark Vietnamese ASR datasets. Please **cite** our PhoWhisper paper when it is used to help produce published results or is incorporated into other software:
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+
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+ ```
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+ @inproceedings{PhoWhisper,
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+ title = {{PhoWhisper: Automatic Speech Recognition for Vietnamese}},
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+ author = {Thanh-Thien Le and Linh The Nguyen and Dat Quoc Nguyen},
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+ booktitle = {Proceedings of the ICLR 2024 Tiny Papers track},
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+ year = {2024}
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+ }
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+ ```
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+
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+ For further information or requests, please go to [PhoWhisper's homepage](https://github.com/VinAIResearch/PhoWhisper)!