ACE Studio is a top-tier AI singing synthesizer — produce professional vocal tracks from MIDI and lyrics in multiple languages, a virtual singer engine for producers.
Play.ht offers 800+ AI voices across 140 languages with low-latency real-tim
Riffusion pioneered diffusion-based music generation and now offers free AI
ElevenLabs is the gold standard of AI voice — near-indistinguishable voice c
Descript edits audio and video like a document — delete words to cut footage
Moises is the musician's AI practice app — stem separation, speed and pitch
AIVA composes royalty-free soundtracks by emotion and style for films, games
Beatoven.ai composes mood-matched background music for podcasts and videos,
Boomy lets anyone create a full song in seconds and distribute it to Spotify
DeepToSeek
