Search Results for author: Yunkee Chae

Found 4 papers, 1 papers with code

Exploiting Time-Frequency Conformers for Music Audio Enhancement

no code implementations24 Aug 2023 Yunkee Chae, Junghyun Koo, Sungho Lee, Kyogu Lee

With the proliferation of video platforms on the internet, recording musical performances by mobile devices has become commonplace.

Speech Enhancement

Self-refining of Pseudo Labels for Music Source Separation with Noisy Labeled Data

no code implementations24 Jul 2023 Junghyun Koo, Yunkee Chae, Chang-Bin Jeon, Kyogu Lee

Music source separation (MSS) faces challenges due to the limited availability of correctly-labeled individual instrument tracks.

Instrument Recognition Music Source Separation

Debiased Automatic Speech Recognition for Dysarthric Speech via Sample Reweighting with Sample Affinity Test

no code implementations22 May 2023 Eungbeom Kim, Yunkee Chae, Jaeheon Sim, Kyogu Lee

Since ERM utilizes the averaged performance on the data samples regardless of a group such as healthy or dysarthric speakers, ASR systems are unaware of the performance disparities across the groups.

Automatic Speech Recognition speech-recognition +1

Show Me the Instruments: Musical Instrument Retrieval from Mixture Audio

1 code implementation15 Nov 2022 KyungSu Kim, Minju Park, Haesun Joung, Yunkee Chae, Yeongbeom Hong, SeongHyeon Go, Kyogu Lee

The Single-Instrument Encoder is trained to classify the instruments used in single-track audio, and we take its penultimate layer's activation as the instrument embedding.

Retrieval

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