21 citations · 23 across the 4 of their papers we have counts for
5 papers · 1 filter
Removing Speaker Information from Speech Representation using Variable-Length Soft Pooling
Injune Hwang, Kyogu Lee
Recently, there have been efforts to encode the linguistic information of speech using a self-supervised framework for speech synthesis. However, predicting representations from su…
Music Auto-Tagging with Robust Music Representation Learned via Domain Adversarial Training
Haesun Joung, Kyogu Lee
Music auto-tagging is crucial for enhancing music discovery and recommendation. Existing models in Music Information Retrieval (MIR) struggle with real-world noise such as environm…
Blind Estimation of Audio Processing Graph
Sungho Lee, Jaehyun Park, Seungryeol Paik +1
Musicians and audio engineers sculpt and transform their sounds by connecting multiple processors, forming an audio processing graph. However, most deep-learning methods overlook t…
Sketching the Expression: Flexible Rendering of Expressive Piano Performance with Self-Supervised Learning
Seungyeon Rhyu, Sarah Kim, Kyogu Lee
We propose a system for rendering a symbolic piano performance with flexible musical expression. It is necessary to actively control musical expression for creating a new music per…
Towards robust music source separation on loud commercial music
Chang-Bin Jeon, Kyogu Lee
Nowadays, commercial music has extreme loudness and heavily compressed dynamic range compared to the past. Yet, in music source separation, these characteristics have not been thor…