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How AI Generates Audio and Speech
Last Updated: December 14, 2025
Ashish Pratap Singh
8 min read
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The Fundamentals: What is Audio?
The Two-Stage Pipeline
Text-to-Speech: The Acoustic Model
Key Architectures
Vocoders: Spectrogram to Waveform
Voice Cloning
Music Generation
Neural Audio Codecs
Real-Time Conversational Speech
The Full Stack
Challenges and Limitations
The Current Landscape
Key Takeaways
References
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