Name
Papers
Collaborators
JUHAN NAM
45
74
Citations 
PageRank 
Referers 
261
25.12
725
Referees 
References 
435
217
Search Limit
100725
Title
Citations
PageRank
Year
A Melody-Unsupervision Model for Singing Voice Synthesis00.342022
Deformable CNN and Imbalance-Aware Feature Learning for Singing Technique Classification00.342022
Deep Learning and Knowledge Integration for Music Audio Analysis (Dagstuhl Seminar 22082).00.342022
EMOPIA - A Multi-Modal Pop Piano Dataset For Emotion Recognition and Emotion-based Music Generation.00.342021
Learning a cross-domain embedding space of vocal and mixed audio with a structure-preserving triplet loss.00.342021
A Computational Analysis of Real-World DJ Mixes using Mix-To-Track Subsequence Alignment00.342020
Novelty and influence of creative works, and quantifying patterns of advances based on probabilistic references networks.00.342020
Metric learning vs classification for disentangled music representation learning.00.342020
Semi-supervised learning using teacher-student models for vocal melody extraction.00.342020
Polyphonic Piano Transcription Using Autoregressive Multi-State Note Model.00.342020
Deep Learning for Audio-Based Music Classification and Tagging: Teaching Computers to Distinguish Rock from Bach.30.442019
Learning a Joint Embedding Space of Monophonic and Mixed Music Signals for Singing Voice.00.342019
Quantifying Novelty and Influence, and the Patterns of Paradigm Shifts.00.342019
Zero-shot Learning for Audio-based Music Classification and Tagging.00.342019
VirtuosoNet - A Hierarchical RNN-based System for Modeling Expressive Piano Performance.00.342019
A Cross-Scape Plot Representation for Visualizing Symbolic Melodic Similarity.00.342019
Comparison and Analysis of SampleCNN Architectures for Audio Classification20.402019
Introduction to the Issue on Data Science: Machine Learning for Audio Signal Processing.00.342019
Representation Learning of Music Using Artist, Album, and Track Information.00.342019
A Timbre-based Approach to Estimate Key Velocity from Polyphonic Piano Recordings.00.342018
Revisiting Singing Voice Detection: a Quantitative Review and the Future Outlook.10.372018
Representation Learning of Music Using Artist Labels.20.392018
A Hybrid of Deep Audio Feature and i-vector for Artist Recognition.00.342018
Deep Content-User Embedding Model for Music Recommendation.10.352018
Multi-Level and Multi-Scale Feature Aggregation Using Sample-level Deep Convolutional Neural Networks for Music Classification.00.342017
Use the Force: Incorporating Touch Force Sensors into Mobile Music Interaction.00.342017
Note Intensity Estimation Of Piano Recordings By Score-Informed Nmf00.342017
ForceClicks: Enabling Efficient Button Interaction with Single Finger Touch.10.402017
Combining Multi-Scale Features Using Sample-Level Deep Convolutional Neural Networks for Weakly Supervised Sound Event Detection.00.342017
Raw Waveform-based Audio Classification Using Sample-level CNN Architectures.20.362017
Multi-Level and Multi-Scale Feature Aggregation Using Pre-trained Convolutional Neural Networks for Music Auto-tagging.160.832017
Sample-level Deep Convolutional Neural Networks for Music Auto-tagging Using Raw Waveforms.140.722017
Audio-to-score alignment of piano music using RNN-based automatic music transcription.00.342017
Melody Extraction on Vocal Segments Using Multi-Column Deep Neural Networks.40.392016
Augmenting Room Acoustics and System Interaction for Intentional Control of Audio Feedback.00.342015
A Deep Bag-of-Features Model for Music Auto-Tagging40.502015
Toward Certain Sonic Properties of an Audio Feedback System by Evolutionary Control of Second-Order Structures.10.482015
Acoustic scene classification using sparse feature learning and event-based pooling70.562013
Learning Sparse Feature Representations for Music Annotation and Retrieval.351.142012
Optimized Polynomial Spline Basis Function Design for Quasi-Bandlimited Classical Waveform Synthesis20.442012
Sound recognition in mixtures00.342012
A Classification-Based Polyphonic Piano Transcription Approach Using Learned Feature Representations.251.652011
Multimodal Deep Learning.1285.782011
Efficient antialiasing oscillator algorithms using low-order fractional delay filters70.602010
Alias-Suppressed Oscillators Based on Differentiated Polynomial Waveforms60.542010