Spaces:
Running
on
T4
Running
on
T4
Add timestamps
Browse files
app.py
CHANGED
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@@ -28,8 +28,18 @@ def pipe(file):
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asr.model.config.forced_decoder_ids = asr.tokenizer.get_decoder_prompt_ids(language=lang, task="transcribe")
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return asr(file)
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def transcribe(file):
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return text
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@@ -42,13 +52,13 @@ def _return_yt_html_embed(yt_url):
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return HTML_str
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def yt_transcribe(yt_url):
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yt = pt.YouTube(yt_url)
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html_embed_str = _return_yt_html_embed(yt_url)
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stream = yt.streams.filter(only_audio=True)[0]
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stream.download(filename="audio.mp3")
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text =
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return html_embed_str, text
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@@ -59,6 +69,7 @@ mf_transcribe = gr.Interface(
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fn=transcribe,
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inputs=[
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gr.components.Audio(sources=['upload', 'microphone'], type="filepath"),
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],
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outputs="text",
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theme="huggingface",
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@@ -73,7 +84,10 @@ mf_transcribe = gr.Interface(
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yt_transcribe = gr.Interface(
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fn=yt_transcribe,
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inputs=[
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examples=[["https://www.youtube.com/watch?v=mukeSSa5GKo"]],
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outputs=["html", "text"],
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theme="huggingface",
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asr.model.config.forced_decoder_ids = asr.tokenizer.get_decoder_prompt_ids(language=lang, task="transcribe")
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return asr(file)
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def transcribe(file, return_timestamps=False):
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if not return_timestamps:
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text = pipe(file)["text"]
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else:
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chunks = pipe(file, return_timestamps=True)["chunks"]
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text = []
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for chunk in chunks:
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start_time = time.strftime('%H:%M:%S', time.gmtime(chunk["timestamp"][0])) if chunk["timestamp"][0] is not None else "??:??:??"
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end_time = time.strftime('%H:%M:%S', time.gmtime(chunk["timestamp"][1])) if chunk["timestamp"][1] is not None else "??:??:??"
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line = f"[{start_time} -> {end_time}] {chunk['text']}"
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text.append(line)
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text = "\n".join(text)
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return text
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return HTML_str
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def yt_transcribe(yt_url, return_timestamps=False):
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yt = pt.YouTube(yt_url)
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html_embed_str = _return_yt_html_embed(yt_url)
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stream = yt.streams.filter(only_audio=True)[0]
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stream.download(filename="audio.mp3")
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text = transcribe("audio.mp3")
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return html_embed_str, text
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fn=transcribe,
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inputs=[
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gr.components.Audio(sources=['upload', 'microphone'], type="filepath"),
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gr.components.Checkbox(label="Return timestamps"),
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],
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outputs="text",
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theme="huggingface",
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yt_transcribe = gr.Interface(
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fn=yt_transcribe,
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inputs=[
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gr.components.Textbox(lines=1, placeholder="Paste the URL to a YouTube video here", label="YouTube URL"),
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gr.components.Checkbox(label="Return timestamps"),
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],
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examples=[["https://www.youtube.com/watch?v=mukeSSa5GKo"]],
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outputs=["html", "text"],
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theme="huggingface",
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