1 code implementation • 15 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.
no code implementations • 31 Oct 2022 • Eungbeom Kim, Jinhee Kim, Yoori Oh, KyungSu Kim, Minju Park, Jaeheon Sim, Jinwoo Lee, Kyogu Lee
In this paper, we aim to unveil the impact of data augmentation in audio-language multi-modal learning, which has not been explored despite its importance.
Ranked #2 on Audio to Text Retrieval on AudioCaps
no code implementations • 28 Jul 2022 • Minju Park, Kyogu Lee
Advanced music recommendation systems are being introduced along with the development of machine learning.