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AI図鑑

音楽と効果音の生成

説明に沿って音楽や効果音を生成する

音声と音楽初級 #30
入力テキスト音声

本ページの本文は英語で提供されています。タイトルと導入は日本語化されています。

この能力とは何か

Takes a text description, optionally with lyrics or a style reference, and outputs audio — a full song, an ambient bed or a sound effect. It must handle melody, harmony, arrangement and timbre at once, adding a layer of musical structure on top of speech synthesis. Unlike text-to-speech the output is not language but rhythmically and tonally organised audio.

技術的にどう実現するか

The mainstream uses an audio latent representation with diffusion or autoregressive generation: audio is first compressed into discrete or continuous tokens, generated under conditioning, and decoded back to a waveform. Structural tags during training teach the model the order of intro, verse and chorus. Lyrics and vocals are produced by separate alignment and synthesis modules and then mixed with the accompaniment into a finished track.

代表的な製品

3

関連する組織

代表的な用途

  • Background music for short video and podcasts
  • Sound effects for games and apps
  • Scores for ads and promotional films
  • Creative demos and arrangement ideas

どう評価するか

FAD
Distribution distance between generated and real music; lower is better
MOS
Mean opinion score for listening quality
Human preference
Pairwise judgement of melodic and arrangement appeal

限界と難しさ

  • Long-form structure collapses: chorus returns and arrangement layers fail to hold together
  • Lyrics and melody misalign and enunciation blurs, with mispronounced or swallowed syllables
  • Imitating the style of a living artist under copyright carries risk and needs checking before commercial use

背景にある概念