Spaces:
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Sleeping
First commit
Browse files- README.md +1 -1
- app.py +147 -0
- requirements.txt +0 -0
README.md
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@@ -4,7 +4,7 @@ emoji: 🚀
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colorFrom: gray
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colorTo: green
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sdk: gradio
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-
sdk_version: 4.
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app_file: app.py
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pinned: false
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---
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colorFrom: gray
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colorTo: green
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sdk: gradio
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sdk_version: 4.31.2
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app_file: app.py
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pinned: false
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---
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app.py
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@@ -0,0 +1,147 @@
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import requests
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import base64
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import io
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import json
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import gradio as gr
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from gradio import Text
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import base64
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import numpy as np
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from pydub import AudioSegment
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# Define the API endpoint URL
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url = "https://ruslanmv-hf-llm-api-collection.hf.space/tts"
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# Set headers for content type and desired response format
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headers = {
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"Content-Type": "application/json",
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"accept": "application/json" # May need adjustment if endpoint doesn't support JSON
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}
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def convert_text_to_base64(text, language="en"):
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"""Converts text to base64 encoded audio string using the provided API.
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Args:
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text (str): The text to convert to speech.
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language (str, optional): The language code for the speech (default: "en").
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Returns:
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str: The base64 encoded audio string on success, None on error.
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"""
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try:
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# Prepare the data
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data = {
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"input_text": text,
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"from_language": language
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}
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# Send the POST request
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response = requests.post(url, headers=headers, json=data)
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# Check for successful response
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if response.status_code == 200:
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try:
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# Check for JSON response format first
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response_data = response.json()
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# Check for errors in the response (if JSON)
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if "detail" in response_data:
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print(f"Error: {response_data['detail']}")
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return None
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# Extract audio data from the response (assuming it's in a field)
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audio_data = response_data.get("audio", None)
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if not audio_data:
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print("Error: Missing audio data in response.")
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return None
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except json.JSONDecodeError:
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# If not JSON, assume raw binary data
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audio_data = response.content
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# Use an in-memory buffer
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with io.BytesIO() as buffer:
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# Write audio data to the buffer
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buffer.write(audio_data)
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# Encode audio data to base64 string
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base64_encoded_str = base64.b64encode(buffer.getvalue()).decode("utf-8")
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return base64_encoded_str
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else:
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print(f"Error: {response.status_code}")
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return None
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except Exception as e:
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print(f"Error: {e}")
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return None
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def get_audio_properties(audio_data):
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try:
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# Try to read as WAV
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audio_segment = AudioSegment.from_file(io.BytesIO(audio_data), format="wav")
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format = "wav"
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except:
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try:
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# Try to read as MP3
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audio_segment = AudioSegment.from_file(io.BytesIO(audio_data), format="mp3")
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format = "mp3"
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except Exception as e:
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raise ValueError(f"Unknown audio format: {e}")
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duration = len(audio_segment) / 1000.0 # duration in seconds
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bitrate = audio_segment.frame_rate
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channels = audio_segment.channels
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sample_width = audio_segment.sample_width
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return {
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"format": format,
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"duration": duration,
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"bitrate": bitrate,
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"channels": channels,
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"sample_width": sample_width,
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"audio_segment": audio_segment
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}
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def play_audio(text):
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"""Converts text to speech using the provided API and plays the audio."""
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base64_encoded_audio = convert_text_to_base64(text)
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if base64_encoded_audio:
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# Decode base64 string to bytes (assuming known format)
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# Decode the base64 string
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audio_data = base64.b64decode(base64_encoded_audio)
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# Get audio properties
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properties = get_audio_properties(audio_data)
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print("Audio Properties:", properties)
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# Convert audio segment to numpy array
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audio_segment = properties["audio_segment"]
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samples = np.array(audio_segment.get_array_of_samples())
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if audio_segment.channels == 2:
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samples = samples.reshape((-1, 2))
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# Create the audio component with controls and optional download button
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return 24000, samples
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else:
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return "Error occurred during conversion."
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# Define the Gradio interface with clear labels for user interaction
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interface = gr.Interface(
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fn=play_audio,
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title="Text to Speech API", # Add a title to the interface
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description="Developed by Ruslan Magana, visit <a href='https://ruslanmv.com/' target='_blank'>ruslanmv.com</a> for more information.",
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inputs=Text(label="Enter text to convert to speech"),
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outputs=gr.Audio(label="Generated audio", type="numpy"),
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#live=True # Enable live updates
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)
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# Launch the Gradio interface
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interface.launch()
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requirements.txt
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File without changes
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