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whisper-jax-spaces

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Running on TPU v5e

Please Do it for just one month for my project.
Please

Hey @Satyam-Singh , if you first install the gradio lirary:

pip install -U gradio

You should then be able to do the following:

from gradio_client import Client


API_URL = "https://sanchit-gandhi-whisper-jax.hf.space/"

# set up the Gradio client
client = Client(API_URL)


def transcribe_audio(audio_path, task="transcribe", return_timestamps=False):
    """Function to transcribe an audio file using the Whisper JAX endpoint."""
    if task not in ["transcribe", "translate"]:
        raise ValueError("task should be one of 'transcribe' or 'translate'.")

    text, runtime = client.predict(
        audio_path,
        task,
        return_timestamps,
        api_name="/predict_1",
    )
    return text


# transcribe an audio file using the Whisper JAX endpoint
output = transcribe_audio("audio.mp3")

# transcribe and return timestamps
output_with_timestamps = transcribe_audio("audio.mp3", return_timestamps=True)