library_name: transformers
pipeline_tag: automatic-speech-recognition
license: apache-2.0
language:
- vi
Converted to Flax from vinai/PhoWhisper-medium for light-speed inference on TPU
from whisper_jax import FlaxWhisperPipline
import jax.numpy as jnp
pipeline = FlaxWhisperPipline("hr16/PhoWhisper-medium-flax", dtype=jnp.bfloat16, batch_size=16)
Original abstract: 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!