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Juhan Nam — most-cited papers & profile · Recommender Systems
← authors
·
overview
Juhan Nam
31
papers ·
245
citations ·
21
h-index
Korea Advanced Institute of Science and Technology
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Sample-level Deep Convolutional Neural Networks for Music Auto-tagging Using Raw Waveforms
2017 · 104 citations
Raw Waveform-based Audio Classification Using Sample-level CNN Architectures
2017 · 45 citations
KAD: No More FAD! An Effective and Efficient Evaluation Metric for Audio Generation
2025 · 24 citations
Representation Learning of Music Using Artist Labels
2017 · 18 citations
Audio-to-score alignment of piano music using RNN-based automatic music transcription
2017 · 11 citations
Learning a Joint Embedding Space of Monophonic and Mixed Music Signals for Singing Voice
2019 · 8 citations
Polyphonic Piano Transcription Using Autoregressive Multi-State Note Model
2020 · 8 citations
CLaMP 3: Universal Music Information Retrieval Across Unaligned Modalities and Unseen Languages
2025 · 5 citations
Multi-Level and Multi-Scale Feature Aggregation Using Sample-level Deep Convolutional Neural Networks for Music Classification
2017 · 5 citations
DIFFRENT: A Diffusion Model for Recording Environment Transfer of Speech
2024 · 5 citations
Expressive Acoustic Guitar Sound Synthesis with an Instrument-Specific Input Representation and Diffusion Outpainting
2024 · 5 citations
SAGA-SR: Semantically and Acoustically Guided Audio Super-Resolution
2025 · 2 citations
FlashSR: One-step Versatile Audio Super-resolution via Diffusion Distillation
2025 · 2 citations
Neural Vocoder Feature Estimation for Dry Singing Voice Separation
2022 · 2 citations
Music Playlist Title Generation: A Machine-Translation Approach
2021 · 1 citations
Top co-authors
Bruno Sguerra
· 1
Elena V. Epure
· 1
Sergio Oramas
· 1
Seungheon Doh
· 1
Topics
Audio Understanding
Music Generation
Audio Generation
Multimodal Audio
Text-to-Speech
Speech Enhancement
Speaker Analysis
Diffusion Models
cs.IR
cs.SC