Text-to-Audio Generation
AI models that generate audio content (speech, music, sound effects) from text descriptions.
Overview
Text-to-audio generation encompasses AI systems that create various types of audio from text input. This includes text-to-speech (TTS) for generating natural-sounding voice, music generation from descriptions or lyrics, and sound effect synthesis from text prompts.
Key Details
Modern systems like Eleven Labs, Bark, and MusicLM use transformer and diffusion architectures to produce high-fidelity audio. Voice cloning can replicate specific voices from short samples. Applications include audiobook production, podcast creation, game audio, accessibility tools, and music composition assistants. Ethical concerns include voice impersonation and unauthorized vocal cloning.