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AI 도감

음악과 효과음 생성

설명에 따라 음악이나 효과음을 만든다

음성과 음악입문 #30
입력텍스트오디오

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이 능력이 뜻하는 것

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.

기술적으로 구현하는 방법

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.

대표 제품

3

관련 기관

대표적 용도

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

성능을 평가하는 방법

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

경계와 난점

  • 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

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