Li Su

Orcid: 0000-0003-4275-8832

Affiliations:
  • Academia Sinica, Taipei, Taiwan
  • National Taiwan University, Taipei, Taiwan (PhD 2012)


According to our database1, Li Su authored at least 67 papers between 2013 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

Online presence:

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Bibliography

2024
MOSA: Music Motion With Semantic Annotation Dataset for Cross-Modal Music Processing.
IEEE ACM Trans. Audio Speech Lang. Process., 2024

Distortion Recovery: A Two-Stage Method for Guitar Effect Removal.
CoRR, 2024

A Study on Synthesizing Expressive Violin Performances: Approaches and Comparisons.
CoRR, 2024

2023
BPS-Motif: A Dataset for Repeated Pattern Discovery of Polyphonic Symbolic Music.
Proceedings of the 24th International Society for Music Information Retrieval Conference, 2023

Decoding Musical Pitch from Human Brain Activity with Automatic Voxel-Wise Whole-Brain FMRI Feature Selection.
Proceedings of the IEEE International Conference on Acoustics, 2023

Learning Multifaceted Self-Similarity for Musical Structure Analysis.
Proceedings of the Asia Pacific Signal and Information Processing Association Annual Summit and Conference, 2023

2022
A unified model for zero-shot singing voice conversion and synthesis.
Proceedings of the 23rd International Society for Music Information Retrieval Conference, 2022

Toward postprocessing-free neural networks for joint beat and downbeat estimation.
Proceedings of the 23rd International Society for Music Information Retrieval Conference, 2022

2021
Attend to Chords: Improving Harmonic Analysis of Symbolic Music Using Transformer-Based Models.
Trans. Int. Soc. Music. Inf. Retr., 2021

Omnizart: A General Toolbox for Automatic Music Transcription.
J. Open Source Softw., 2021

Actions Speak Louder than Listening: Evaluating Music Style Transfer based on Editing Experience.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

ReconVAT: A Semi-Supervised Automatic Music Transcription Framework for Low-Resource Real-World Data.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Positioning Left-hand Movement in Violin Performance: A System and User Study of Fingering Pattern Generation.
Proceedings of the IUI '21: 26th International Conference on Intelligent User Interfaces, 2021

VOCANO: A note transcription framework for singing voice in polyphonic music.
Proceedings of the 22nd International Society for Music Information Retrieval Conference, 2021

Learning note-to-note affinity for voice segregation and melody line identification of symbolic music data.
Proceedings of the 22nd International Society for Music Information Retrieval Conference, 2021

Semi-supervised violin fingering generation using variational autoencoders.
Proceedings of the 22nd International Society for Music Information Retrieval Conference, 2021

Improving Automatic Drum Transcription Using Large-Scale Audio-to-Midi Aligned Data.
Proceedings of the IEEE International Conference on Acoustics, 2021

An Interactive Automatic Violin Fingering Recommendation Interface.
Proceedings of the IEEE International Conference on Artificial Intelligence and Virtual Reality, 2021

2020
Multi-Instrument Automatic Music Transcription With Self-Attention-Based Instance Segmentation.
IEEE ACM Trans. Audio Speech Lang. Process., 2020

Toward Expressive Singing Voice Correction: On Perceptual Validity of Evaluation Metrics for Vocal Melody Extraction.
CoRR, 2020

Timbre-enhanced Multi-modal Music Style Transfer with Domain Balance Loss.
Proceedings of the International Conference on Technologies and Applications of Artificial Intelligence, 2020

A Human-Computer Duet System for Music Performance.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Crossing You in Style: Cross-modal Style Transfer from Music to Visual Arts.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Temporally Guided Music-to-Body-Movement Generation.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Semi-supervised learning using teacher-student models for vocal melody extraction.
Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020

Joint analysis of mode and playing technique in Guqin performance with machine learning.
Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020

Chord Jazzification: Learning Jazz Interpretations of Chord Symbols.
Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020

Multi-Modal Deep Learning-Based Violin Bowing Action Recognition.
Proceedings of the IEEE International Conference on Consumer Electronics - Taiwan, 2020

Body Movement Generation for Expressive Violin Performance Applying Neural Networks.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Harmonic Preserving Neural Networks for Efficient and Robust Multipitch Estimation.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2020

Beat and Downbeat Tracking of Symbolic Music Data Using Deep Recurrent Neural Networks.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2020

2019
Hierarchical Classification Networks for Singing Voice Segmentation and Transcription.
Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019

Generating Structured Drum Pattern Using Variational Autoencoder and Self-similarity Matrix.
Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019

Identifying Expressive Semantics in Orchestral Conducting Kinematics.
Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019

Harmony Transformer: Incorporating Chord Segmentation into Harmony Recognition.
Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019

Polyphonic Music Transcription with Semantic Segmentation.
Proceedings of the IEEE International Conference on Acoustics, 2019

A Streamlined Encoder/decoder Architecture for Melody Extraction.
Proceedings of the IEEE International Conference on Acoustics, 2019

Play as You Like: Timbre-Enhanced Multi-Modal Music Style Transfer.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Monaural Source Separation Using Ramanujan Subspace Dictionaries.
IEEE Signal Process. Lett., 2018

Online Music Performance Tracking Using Parallel Dynamic Time Warping.
Proceedings of the 20th IEEE International Workshop on Multimedia Signal Processing, 2018

Learning Domain-Adaptive Latent Representations of Music Signals Using Variational Autoencoders.
Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

Transferring the Style of Homophonic Music Using Recurrent Neural Networks and Autoregressive Model.
Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

Vocal Melody Extraction with Semantic Segmentation and Audio-symbolic Domain Transfer Learning.
Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

Functional Harmony Recognition of Symbolic Music Data with Multi-task Recurrent Neural Networks.
Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

Automatic Music Transcription Leveraging Generalized Cepstral Features and Deep Learning.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Vocal Melody Extraction Using Patch-Based CNN.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Singing Voice Correction Using Canonical Time Warping.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Multi-Layered Cepstrum for Instantaneous Frequency Estimation.
Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

Deep Learning Models for Melody Perception: An Investigation on Symbolic Music Data.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2018

The Musical Schemagram: Time-scale Visualization of Repeated Patterns in Music.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2018

2017
Extract Fetal ECG from Single-Lead Abdominal ECG by De-Shape Short Time Fourier Transform and Nonlocal Median.
Frontiers Appl. Math. Stat., 2017

Automatic conversion of Pop music into chiptunes for 8-bit pixel art.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Multi-pitch streaming of interwoven streams.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Polyphonic piano note transcription with non-negative matrix factorization of differential spectrogram.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Between homomorphic signal processing and deep neural networks: Constructing deep algorithms for polyphonic music transcription.
Proceedings of the 2017 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2017

2016
Monaural Music Source Separation Using Convolutional Sparse Coding.
IEEE ACM Trans. Audio Speech Lang. Process., 2016

Minimum-latency Time-frequency Analysis Using Asymmetric Window Functions.
CoRR, 2016

Highlighting root notes in chord recognition using cepstral features and multi-task learning.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2016

2015
Combining Spectral and Temporal Representations for Multipitch Estimation of Polyphonic Music.
IEEE ACM Trans. Audio Speech Lang. Process., 2015

Musical Onset Detection Using Constrained Linear Reconstruction.
IEEE Signal Process. Lett., 2015

Detection of Common Mistakes in Novice Violin Playing.
Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015

Escaping from the Abyss of Manual Annotation: New Methodology of Building Polyphonic Datasets for Automatic Music Transcription.
Proceedings of the Music, Mind, and Embodiment - 11th International Symposium, 2015

2014
A Systematic Evaluation of the Bag-of-Frames Representation for Music Information Retrieval.
IEEE Trans. Multim., 2014

Sparse modeling of magnitude and phase-derived spectra for playing technique classification.
IEEE ACM Trans. Audio Speech Lang. Process., 2014

Sparse cepstral codes and power scale for instrument identification.
Proceedings of the IEEE International Conference on Acoustics, 2014

2013
Dual-layer bag-of-frames model for music genre classification.
Proceedings of the IEEE International Conference on Acoustics, 2013

Analyzing the dictionary properties and sparsity constraints for a dictionary-based music genre classification system.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2013


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