Author

Kyogu Lee

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Preprint Oct 2026

LiveSynth: A Streaming Neural Synthesizer for Instrument Cloning and Text-to-Instrument

Recently, generative neural synthesizers have enabled zero-shot instrument cloning from reference recordings and timbre generation from text prompts. However, existing systems generate complete audio segments offline, precluding their use as playable instruments. We present LiveSynth, a streaming neural synthesizer wit...

Kyungsu Kim, Yejin Kim, Kyogu Lee · 0 citations

Preprint Oct 2026

Sori: Streamable and Controllable Model for Non-musical Audio to Symbolic Music Transformation

We introduce Non-musical Audio to Symbolic Music Transformation (NASMT), a novel task that converts non-musical audio into symbolic music representations. Unlike automatic music transcription, which assumes musical input and a unique correct score, NASMT is inherently one-to-many and requires evaluation along two axes:...

Kyungsu Kim, Yejin Kim, Kyogu Lee · 0 citations

Preprint Aug 2026

Exploring the Design Space of Representation Learning for Audio Transformations

This framework produces both a transformation embedding and a processed-audio embedding, and it finds that the two play complementary roles: distance-based tasks favor the former, while probe-based tasks favor the latter.

Sungho Lee, Marco A. Martínez-Ramírez, Junghyun Koo et al. · 0 citations