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https://github.com/jamiepine/voicebox.git
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Jamie Pine
86768288ce
- Updated MLX_AUDIO.md to reflect validated status and included detailed validation results, model mapping, and API usage examples. - Added a demo script (demo.py) for testing audio generation speed and functionality. - Introduced a test script (test_tts.py) to validate MLX audio model loading and generation, ensuring robust testing for future developments. - Created a .gitignore file in the mlx-test directory to exclude unnecessary files from version control.
65 lines
1.8 KiB
Python
Executable File
65 lines
1.8 KiB
Python
Executable File
#!/usr/bin/env python3
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"""
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Quick demo script to test MLX audio generation speed.
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Usage:
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python demo.py # Use default text
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python demo.py "Your custom text" # Use custom text
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"""
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import sys
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import time
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import numpy as np
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import soundfile as sf
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from mlx_audio.tts import load
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# Default demo text
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DEFAULT_TEXT = "Hello! This is MLX audio running natively on Apple Silicon. It's incredibly fast!"
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def main():
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text = sys.argv[1] if len(sys.argv) > 1 else DEFAULT_TEXT
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print(f"\n🎙️ MLX Audio Demo")
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print(f"{'=' * 50}")
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print(f"Text: \"{text}\"\n")
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# Load model
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print("Loading model...", end=" ", flush=True)
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start = time.time()
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model = load("mlx-community/Qwen3-TTS-12Hz-1.7B-Base-bf16")
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print(f"done ({time.time() - start:.1f}s)\n")
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# Generate
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print("Generating audio...")
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start = time.time()
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for result in model.generate(text):
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# Calculate duration from audio samples
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audio = np.array(result.audio)
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sample_rate = result.sample_rate
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duration = len(audio) / sample_rate
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gen_time = float(result.processing_time_seconds)
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rtf = gen_time / duration if duration > 0 else 0
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print(f" Audio duration: {duration:.2f}s")
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print(f" Generation time: {gen_time:.2f}s")
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print(f" Real-time factor: {rtf:.2f}x", end="")
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if rtf < 1.0:
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print(f" ⚡ ({1/rtf:.1f}x faster than real-time)")
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else:
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print()
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# Save audio
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sf.write("test_output.wav", audio, sample_rate)
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print(f"\n✅ Saved to test_output.wav")
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print(f"{'=' * 50}")
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# Play audio
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print("\n🔊 Playing audio...\n")
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import subprocess
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subprocess.run(["afplay", "test_output.wav"])
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if __name__ == "__main__":
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main()
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