3 papers
cs.LG2026
MambaSL: Exploring Single-Layer Mamba for Time Series Classification
Yoo-Min Jung, Leekyung Kim
Despite recent advances in state space models (SSMs) such as Mamba across various sequence domains, research on their standalone capacity for time series classification (TSC) has r…
cs.SD2026
An event-based sequence modeling approach to recognizing non-triad chords with oversegmentation minimization
Leekyung Kim, Jonghun Park
Automatic chord recognition (ACR) extracts time-aligned chord labels from music audio recordings. Despite recent advances, ACR still struggles with oversegmentation, data scarcity,…
cs.SD2025
Note-Level Singing Melody Transcription for Time-Aligned Musical Score Generation
Leekyung Kim, Sungwook Jeon, Wan Heo +1
Automatic music transcription converts audio recordings into symbolic representations, facilitating music analysis, retrieval, and generation. A musical note is characterized by pi…