Author

Juan Pablo Vigneaux

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Preprint Oct 2026

Steering intonational tunes in text-to-speech synthesis

Text-to-speech systems built on residual vector quantization often generate audio in two stages: a transformer backbone emits the first level of each frame's token stack, and a smaller depth model generates the rest autoregressively. We ask which components of such a model are responsible for prosodic intonation, more...

Juan Pablo Vigneaux, Jennifer Cole · 0 citations

#natural language process... Preprint Aug 2026

Representation of syntax in LLMs through the lens of linear distance and similarity-aware entropy

Two factors are identified that predict most of UASL's variability across relations: the mean and dispersion of the linear distance between the related words, and the diversity of the diversity of the syntactic relation's head.

Juan Pablo Vigneaux, M. Kennedy, Khalil Iskarous et al. · 0 citations