Author

Kyungsu Kim

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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

#machine learning Preprint Oct 2026

LiveAnon: Improving Privacy and Utility in Streaming Speaker Anonymization with Codec Language Models

Speaker anonymization (SA) aims to conceal speaker identity while preserving linguistic content and emotion, but existing streaming systems often lose emotion information through discrete content bottlenecks or require emotion-specific modeling. We present LiveAnon, a voice-conversion-based streaming SA system that dir...

Yejin Kim, Kyungsu Kim, Seungu Han et al. · 0 citations