whisper-small-cantonese

904
106
2 languages
license:apache-2.0
by
alvanlii
Audio Model
OTHER
New
904 downloads
Early-stage
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Quick Summary

This model is a fine-tuned version of openai/whisper-small on the Cantonese language.

Code Examples

texttransformers
from transformers import pipeline
MODEL_NAME = "alvanlii/whisper-small-cantonese" 
lang = "zh"
pipe = pipeline(
    task="automatic-speech-recognition",
    model=MODEL_NAME,
    chunk_length_s=30,
    device=device,
)
pipe.model.config.forced_decoder_ids = pipe.tokenizer.get_decoder_prompt_ids(language=lang, task="transcribe")
text = pipe(file)["text"]
Model Speeduptext
model = AutoModelForSpeechSeq2Seq.from_pretrained(
    "alvanlii/whisper-small-cantonese",
    torch_dtype=torch_dtype,
    low_cpu_mem_usage=True,
    use_safetensors=True,
    attn_implementation="sdpa",
)

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