metadata

library_name: transformers
pipeline_tag: automatic-speech-recognition
license: apache-2.0
language:
  - vi

Converted to Flax from vinai/PhoWhisper-base for light-speed inference on TPU

from whisper_jax import FlaxWhisperPipline
import jax.numpy as jnp
pipeline = FlaxWhisperPipline("hr16/PhoWhisper-base-flax", dtype=jnp.bfloat16, batch_size=16)

PhoWhisper: Automatic Speech Recognition for Vietnamese

We introduce PhoWhisper in five versions for Vietnamese automatic speech recognition. PhoWhisper's robustness is achieved through fine-tuning the multilingual 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:

@inproceedings{PhoWhisper,
  title     = {{PhoWhisper: Automatic Speech Recognition for Vietnamese}},
  author    = {Thanh-Thien Le and Linh The Nguyen and Dat Quoc Nguyen},
  booktitle = {Proceedings of the ICLR 2024 Tiny Papers track},
  year      = {2024}
}

For further information or requests, please go to PhoWhisper's homepage!