Best AI voice & music tools: ranked
Voiceover, text-to-speech, voice cloning and music generation. Scored out of 100 with a standard hands-on test. How we score.
Top 10
Testing in progress, 0 ranked. A tool enters the top 10 only after every sub-score has published evidence, and the list appears once 10 tools are fully scored. We never estimate a score.
Scored (fewer than 10 so far)
Unranked: testing (10)
Candidates from our directory that fit this category. Listed alphabetically; listed is not ranked, and none of these has a score yet.
- Descript AI video and audio editor that lets you edit by editing text.
- ElevenLabs AI voice generator and voice agents platform with APIs.
- Fliki Turns text, scripts and blog posts into videos with AI voices in many languages; has a free plan.
- HeyGen AI video creation with personal avatars of your face and voice.
- Higgsfield Create images, video and voice content with AI from text prompts or references.
- Murf AI AI voice generator and conversational voice agents.
- Suno AI music generator that creates original songs from prompts.
- Udio AI music creation and sharing.
- VEED Online video editor with AI avatars, dubbing and subtitles.
- Wondercraft AI video and podcast studio with an editor and a chat-based AI assistant.
The standard test for AI voice & music
- Voice: a fixed 75-word script read as a 30-second voiceover in a neutral US English voice; export WAV/MP3.
- Music: a 15-second upbeat jingle for "Harbor Coffee" from one prompt.
- Score: naturalness, pronunciation errors, timing, audio artifacts, commercial license on free tier.