An Ensemble Approach to Music Source Separation: A Comparative Analysis of Conventional and Hierarchical Stem Separation

S Vardhan, PR Acharya, SS Rao, OR Jasthi… - arxiv preprint arxiv …, 2024 - arxiv.org
Music source separation (MSS) is a task that involves isolating individual sound sources, or
stems, from mixed audio signals. This paper presents an ensemble approach to MSS …

Generating Vocals from Lyrics and Musical Accompaniment

G Streich, LA Lanzendörfer, F Grötschla… - … NeurIPS 2024 Workshop … - openreview.net
In this work, we introduce AutoSing, a novel framework designed to generate diverse and
high-quality singing voices from provided lyrics and musical accompaniment. AutoSing …

[PDF][PDF] Drumamba: Extending Demucs with Mamba Blocks for Drum Music Source Separation in the Waveform Domain

T Weigl, DID Stickler - epub.fh-joanneum.at
A musical piece is typically a combination of various sources like vocals, drums, and bass
and is available as a single mixture. Music Source Separation, which refers to the task of …

[Цитат][C] 오디오 소스 분리 시 발생되는 아티팩트를 이용한 딥페이크 노래 딥러닝 탐지 모델

서영민 - 한국통신학회 인공지능 학술대회 논문집, 2024 - dbpia.co.kr
요 약본 연구는 딥페이크 노래 탐지를 위한 새로운 방법론을 제안한다. 오디오 소스 분리
과정에서 발생하는 아티팩트를이용하여 딥페이크를 식별하는 이 방법은 기존의 보코더 기반 …