Separation of Overlapping Audio Signals: A Review on Current Trends and Evolving Approaches

K Nath, KK Sarma - Signal Processing, 2024 - Elsevier
Separating the signals from the mixture when the signals share same frequency and time
domain pattern is always a matter of concern. In natural environment, sound events often …

Tackling the cocktail fork problem for separation and transcription of real-world soundtracks

D Petermann, G Wichern… - … on Audio, Speech …, 2023 - ieeexplore.ieee.org
Emulating the human ability to solve the cocktail party problem, ie, focus on a source of
interest in a complex acoustic scene, is a long standing goal of audio source separation …

EnsembleSet: A new high-quality synthesised dataset for chamber ensemble separation

S Sarkar, E Benetos, M Sandler - 2022 - qmro.qmul.ac.uk
Music source separation research has made great advances in recent years, especially
towards the problem of separating vocals, drums, and bass stems from mastered songs. The …

jaCappella Corpus: A Japanese a Cappella Vocal Ensemble Corpus

T Nakamura, S Takamichi, N Tanji… - ICASSP 2023-2023 …, 2023 - ieeexplore.ieee.org
We construct a corpus of Japanese a cappella vocal ensembles (ja-Cappella corpus) for
vocal ensemble separation and synthesis. It consists of 35 copyright-cleared vocal …

Multimodal large model pretraining, adaptation and efficiency optimization

L Ji, S Xiao, J Feng, W Gao, H Zhang - Neurocomputing, 2025 - Elsevier
Multimodal large models, leveraging extensive datasets and parameters, have provided
superior solutions for multimodal tasks and have been widely applied across various …

DNN-based ensemble singing voice synthesis with interactions between singers

H Hyodo, S Takamichi, T Nakamura… - 2024 IEEE Spoken …, 2024 - ieeexplore.ieee.org
We propose a singing voice synthesis (SVS) method for a more unified ensemble singing
voice by modeling interactions between singers. Most existing SVS methods aim to …

Leveraging Synthetic Data for Improving Chamber Ensemble Separation

S Sarkar, L Thorpe, E Benetos… - 2023 IEEE Workshop on …, 2023 - ieeexplore.ieee.org
In this work, we tackle the challenging problem of separating mono-phonic instrument
mixtures found in chamber music from monaural recordings. This task differs from the Music …

DLVS4Audio2Sheet: Deep Learning-Based Vocal Separation for Audio into Music Sheet Conversion

N Teo, Z Wang, E Ghe, YS Tan, K Oktavio… - Pacific-Asia Conference …, 2024 - Springer
While manual transcription tools exist, music enthusiasts, including amateur singers, still
encounter challenges when transcribing performances into sheet music. This paper …

Time-domain music source separation for choirs and ensembles

S Sarkar - 2024 - qmro.qmul.ac.uk
Music source separation is the task of separating musical sources from an audio mixture. It
has various direct applications including automatic karaoke generation, enhancing musical …