2 papers
cs.SD2026
Do Music Foundation Models Embed Pitch in Helical Structure?
Hayato Yagi, Shinnosuke Takamichi, Rin Sato +2
This study analyzes the intermediate representations of music foundation models (MFMs) and reports the geometric structures used to represent pitch information. By inputting isolat…
cs.SD2026
Do speech foundation models perceive speaker similarity as humans do?
Minoru Kishi, Hayato Yagi, Shinnosuke Takamichi +1
This study presents a comparative analysis between the speaker embeddings of speech foundation models and human subjective perception of speaker similarity. Human listeners have th…