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Runtime error
Runtime error
feat: simple demo
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app.py
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import os
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import
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import gradio as gr
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from languages import LANGUAGES
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from time import time
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GLADIA_API_KEY = os.environ.get("GLADIA_API_KEY")
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@@ -21,8 +22,6 @@ ACCEPTED_LANGUAGE_BEHAVIOUR = [
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def transcribe(
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audio: str = None,
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language_behaviour: str = ACCEPTED_LANGUAGE_BEHAVIOUR[2],
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language: str = "english",
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) -> dict:
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"""
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This function transcribes audio to text using the Gladia API.
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Get your api key at gladia.io !
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Parameters:
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audio_url (str): The URL of the audio file to transcribe. If audio_url is provided, audio file will be ignored.
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audio (str): The path to the audio file to transcribe.
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video (str): The path to the video file. If provided, the audio field will be set to the content of this video.
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language_behaviour (str): Determines how language detection should be performed.
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Must be one of [
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"manual",
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"automatic single language",
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"automatic multiple languages"
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]
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If "manual", the language field must be provided and the API will transcribe the audio in the given language.
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If "automatic single language", the language of the audio will be automatically detected by the API
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but will force the transcription to be in a single language.
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If "automatic multiple languages", the language of the audio will be automatically detected by the API for
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each sentence allowing code-switching over 97 languages.
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language (str): The language of the audio file. This field is ignored if language_behaviour is set to "automatic*".
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Returns:
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dict: A dictionary containing the transcribed text and other metadata about the transcription process. If an error occurs, the function returns a string with an error message.
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"""
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# if video file is there then send the audio field as the content of the video
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files = {
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# priority given to the audio or video
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if audio:
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files["audio"] = (audio, open(audio, "rb"), "audio/wav")
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else:
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files["audio_url"] = ((None, audio_url),)
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# if language is manual then send the language field
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# if it's there for language_behaviour == automatic*
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# it will ignored anyways
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if language_behaviour == "manual":
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files["language"] = (None,
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start_transfer = time()
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response = requests.post(
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""",
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fn=transcribe,
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inputs=[
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gr.Audio(label="
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gr.Dropdown(
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label="""Language transcription behaviour:\n
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If "manual", the language field must be provided and the API will transcribe the audio in the given language.
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If "automatic single language", the language of the audio will be automatically detected by the API
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but will force the transcription to be in a single language.
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If "automatic multiple languages", the language of the audio will be automatically detected by the API for
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each sentence allowing code-switching over 97 languages.
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""",
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choices=ACCEPTED_LANGUAGE_BEHAVIOUR,
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value=ACCEPTED_LANGUAGE_BEHAVIOUR[1]
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),
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gr.Dropdown(
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choices=sorted([language_name for language_name in LANGUAGES.keys()]),
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label="Language (only if language behaviour is set to manual)",
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value="english"
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),
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],
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outputs="json",
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examples=[
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["examples/good.will.hunting.wav"
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["examples/wolf.of.wall.street.wav"
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],
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)
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iface.queue()
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import os
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from time import time
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import gradio as gr
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import requests
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from languages import LANGUAGES
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GLADIA_API_KEY = os.environ.get("GLADIA_API_KEY")
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def transcribe(
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audio: str = None,
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) -> dict:
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"""
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This function transcribes audio to text using the Gladia API.
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Get your api key at gladia.io !
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Parameters:
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audio (str): The path to the audio file to transcribe.
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Returns:
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dict: A dictionary containing the transcribed text and other metadata about the transcription process. If an error occurs, the function returns a string with an error message.
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"""
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DEFAULT_MANUAL_LANGUAGE = "english"
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language_behaviour = ACCEPTED_LANGUAGE_BEHAVIOUR[2]
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# if video file is there then send the audio field as the content of the video
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files = {
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# priority given to the audio or video
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if audio:
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files["audio"] = (audio, open(audio, "rb"), "audio/wav")
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# if language is manual then send the language field
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# if it's there for language_behaviour == automatic*
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# it will ignored anyways
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if language_behaviour == "manual":
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files["language"] = (None, DEFAULT_MANUAL_LANGUAGE)
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start_transfer = time()
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response = requests.post(
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""",
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fn=transcribe,
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inputs=[
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gr.Audio(label="Audio file", source="upload", type="filepath"),
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],
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outputs="json",
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examples=[
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["examples/good.will.hunting.wav"],
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["examples/wolf.of.wall.street.wav"],
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],
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)
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iface.queue()
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