Create README.md

README.md

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+---
+library_name: transformers
+pipeline_tag: automatic-speech-recognition
+license: apache-2.0
+language:
+- vi
+---
+Converted to Flax from [vinai/PhoWhisper-tiny](https://huggingface.co/vinai/PhoWhisper-tiny) for light-speed inference on TPU
+```py
+from whisper_jax import FlaxWhisperPipline
+import jax.numpy as jnp
+pipeline = FlaxWhisperPipline("hr16/PhoWhisper-tiny-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](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:
+
+```
+@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](https://github.com/VinAIResearch/PhoWhisper)!