A Comprehensive Review on Music Transcription

B Bhattarai, J Lee - Applied Sciences, 2023 - mdpi.com
Music transcription is the process of transforming recorded sound of musical performances
into symbolic representations such as sheet music or MIDI files. Extensive research and …

MSTRE-Net: Multistreaming acoustic modeling for automatic lyrics transcription

E Demirel, S Ahlbäck, S Dixon - arXiv preprint arXiv:2108.02625, 2021 - arxiv.org
This paper makes several contributions to automatic lyrics transcription (ALT) research. Our
main contribution is a novel variant of the Multistreaming Time-Delay Neural Network …

Contrastive learning-based audio to lyrics alignment for multiple languages

S Durand, D Stoller, S Ewert - ICASSP 2023-2023 IEEE …, 2023 - ieeexplore.ieee.org
Lyrics alignment gained considerable attention in recent years. State-of-the-art systems
either re-use established speech recognition toolkits, or design end-to-end solutions …

Zero-note samba: Self-supervised beat tracking

D Desblancs, V Lostanlen… - IEEE/ACM Transactions …, 2023 - ieeexplore.ieee.org
Supervised machine learning for music information retrieval requires a large annotated
training set, and is thus an expensive and time-consuming process. To circumvent this …

Note-level singing melody transcription with transformers

J Park, K Choi, S Oh, L Kim, J Park - Intelligent Data Analysis, 2023 - content.iospress.com
Recognizing a singing melody from an audio signal in terms of the music notes' pitch onset
and offset, referred to as note-level singing melody transcription, has been studied as a …

Automatic lyrics transcription of polyphonic music

X Gao - 2022 - search.proquest.com
Abstract Automatic Lyrics Transcription of polyphonic music (ALTP) aims to recognize the
sung lyrics from singing vocals in the presence of instrumental music accompaniment, and it …

On temporal constraints for deep neural voice alignment

Y Teytaut - 2023 - theses.hal.science
To listen, to respond, to make coincide, to coordinate, to adjust, to follow, to adapt, to be in
unison, to synchronize, to align... The rich vocabulary dedicated to the correspondence of …