Content-based music information retrieval: Current directions and future challenges

MA Casey, R Veltkamp, M Goto, M Leman… - Proceedings of the …, 2008 - ieeexplore.ieee.org
The steep rise in music downloading over CD sales has created a major shift in the music
industry away from physical media formats and towards online products and services. Music …

Singing-voice separation from monaural recordings using robust principal component analysis

PS Huang, SD Chen, P Smaragdis… - … , Speech and Signal …, 2012 - ieeexplore.ieee.org
Separating singing voices from music accompaniment is an important task in many
applications, such as music information retrieval, lyric recognition and alignment. Music …

On the improvement of singing voice separation for monaural recordings using the MIR-1K dataset

CL Hsu, JSR Jang - IEEE transactions on audio, speech, and …, 2009 - ieeexplore.ieee.org
Monaural singing voice separation is an extremely challenging problem. While efforts in
pitch-based inference methods have led to considerable progress in voiced singing voice …

[PDF][PDF] Automatic recognition of lyrics in singing

A Mesaros, T Virtanen - EURASIP Journal on Audio, Speech, and Music …, 2010 - Springer
The paper considers the task of recognizing phonemes and words from a singing input by
using a phonetic hidden Markov model recognizer. The system is targeted to both …

[PDF][PDF] Songle: A Web Service for Active Music Listening Improved by User Contributions.

M Goto, K Yoshii, H Fujihara, M Mauch, T Nakano - ISMIR, 2011 - Citeseer
This paper describes a public web service for active music listening, Songle, that enriches
music listening experiences by using music-understanding technologies based on signal …

Deep learning approaches in topics of singing information processing

C Gupta, H Li, M Goto - IEEE/ACM Transactions on Audio …, 2022 - ieeexplore.ieee.org
Singing, the vocal productionof musical tones, is one of the most important elements of
music. Addressing the needs of real-world applications, the study of technologies related to …

Pdaugment: Data augmentation by pitch and duration adjustments for automatic lyrics transcription

C Zhang, J Yu, LC Chang, X Tan, J Chen, T Qin… - arxiv preprint arxiv …, 2021 - arxiv.org
Automatic lyrics transcription (ALT), which can be regarded as automatic speech recognition
(ASR) on singing voice, is an interesting and practical topic in academia and industry. ALT …

A tandem algorithm for singing pitch extraction and voice separation from music accompaniment

CL Hsu, DL Wang, JSR Jang… - IEEE Transactions on …, 2012 - ieeexplore.ieee.org
Singing pitch estimation and singing voice separation are challenging due to the presence
of music accompaniments that are often nonstationary and harmonic. Inspired by …

Automatic lyrics-to-audio alignment on polyphonic music using singing-adapted acoustic models

B Sharma, C Gupta, H Li, Y Wang - ICASSP 2019-2019 IEEE …, 2019 - ieeexplore.ieee.org
Lyrics-to-audio alignment is to automatically align the lyrical words with the mixed singing
audio (singing voice+ musical accompaniment). Such alignment can be achieved with an …

Active music listening interfaces based on signal processing

M Goto - 2007 IEEE International Conference on Acoustics …, 2007 - ieeexplore.ieee.org
This paper introduces our research aimed at building" active music listening interfaces". This
research approach is intended to enrich end-users' music listening experiences by applying …