Piano Music Transcription

Piano Note Transcription, Note Intensity Estimation

Expressive Piano Performance Rendering

VirtuosoNet

Score and Performance Alignment

Audio-to-Score Alignment, Score Following

Pianist Motion Analysis and Generation

Performance Motion Analysis, Audio-to-Motion Generation, Performer Visualization

Singing Voice Synthesis

Korean/English Singing Voice Synthesis, Multi-Singer Model

Singing Voice Conversion

Singing Expression Transfer

Vocal Melody Extraction and Transcription in Polyphonic Music

Vocal Pitch Estimation and Note Transcription

Singing Voice Tagging and Identification

Semantic Vocal Tagging, Embedding Learning

LipSync Motion Generation

Symbolic Melody Similarity

Symbolic Music Representation, Symbolic Melody Retrieval

Symbolic Music Generation

Game BGM Generation, Drum Pattern Generation, Piano Music Generation

CNN Architectures for Music Classification

SampleCNN, Multi-level and Multi-scale Model

Deep Audio Embedding Learning

Disentangled Representation Learning, Representation Learning with Meta Data

Multimodal Music Retrieval

Musical Word Embedding, Zero-shot Learning for Music, Query-by-Image

Sample Search, Sound Synthesis, and Digital Audio Effects

Drum Sample Retrieval, Automatic Parameter Estimation of Digital Audio Effects

AI DJ

DJ mix Analysis, Automatic Mix Generation, Beat-tracking, Music Structure Analysis

Soundscape and AI

Neuroscape, Mixedscape

Expression Analysis

Haegum Expression Analysis and Notation, Gayagum Vibrato Analysis