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Context-Aware Features for Singing Voice Detection in Polyphonic Music
[chapter]
2013
Lecture Notes in Computer Science
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In the present work, observed differences in singing style and instrumentation across genres are used to adapt acoustic features for the singing voice detection task. ...
A method to isolate the dominant source spectrum serves to increase the robustness of the extracted features in the context of polyphonic audio. ...
Conclusions In this paper we have investigated the use of a combination of static and dynamic features for effective detection of lead vocal segments within polyphonic music in a cross-cultural context ...
doi:10.1007/978-3-642-37425-8_4
fatcat:3c6yqg2amrdcdbmumgrn4czc4i
Discovery of repeated vocal patterns in polyphonic audio: A case study on flamenco music
2015
2015 23rd European Signal Processing Conference (EUSIPCO)
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Rao, “Context-aware features
burg, “Discovering repeated patterns in music: state of for singing voice detection in polyphonic music,” in
knowledge, challenges perspectives, ...
VOCAL DETECTION
As we are targeting repeated patterns in vocal melodies, we
first detect sections in which the singing voice is present based
on low-level descriptors which exploit the limited instrumen ...
doi:10.1109/eusipco.2015.7362341
dblp:conf/eusipco/KroherPMD15
fatcat:favzsevgujb2xdjhc6xtx5hkqm
Knowledge-Based Probabilistic Modeling For Tracking Lyrics In Music Audio Signals
2017
Zenodo
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In this thesis, we devise computational models for tracking sung lyrics in multi-instrumental music recordings. ...
This confirms that music-specific knowledge is an important stepping stone for computationally tracking lyrics, especially in the challenging case of singing with instrumental accompaniment. ...
We introduced their training procedure in Section 2.2.8 and will refer ...
doi:10.5281/zenodo.841980
fatcat:tohf6dcvobhe3ei77nvp3wg3ba
Timbre And Melody Features For The Recognition Of Vocal Activity And Instrumental Solos In Polyphonic Music
2011
Zenodo
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This work was supported in part by CrestMuse, CREST, JST. Further thanks to Queen Mary University of London and Last.fm for their support. ...
Several previous approaches to singing detection in polyphonic music have relied on multiple features. ...
Far less attention has been dedicated to the detection of instrumental solos in polyphonic music recordings. ...
doi:10.5281/zenodo.1415716
fatcat:vvzrgdfll5gytdt5ra34ghblqe
Melody Extraction from Polyphonic Music by Deep Learning Approaches: A Review
[article]
2022
arXiv
pre-print
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In this paper, an attempt has been made to review the up-to-date data-driven deep learning approaches for melody extraction from polyphonic music. ...
Melody extraction is a vital music information retrieval task among music researchers for its potential applications in education pedagogy and the music industry. ...
The dominant instrument can be the human singing voice or any lead instrument in the polyphonic music signal. ...
arXiv:2202.01078v1
fatcat:ptmc2gl455ezrburr7lvbmpxqq
Auditory Streaming Complexity and Renaissance Mass Cycles
2021
Empirical Musicology Review
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the number of parts in the score or the distribution of voices active through the piece. ...
How did Renaissance listeners experience the polyphonic mass ordinary cycle in the soundscape of the church? ...
time of year or the feast day; the changing sections with music are known as mass propers. ...
doi:10.18061/emr.v15i3-4.7980
fatcat:ry4pp4k7orgopcnh47nd2pj4da
Computational Methods for Melody and Voice Processing in Music Recordings (Dagstuhl Seminar 19052)
2019
Dagstuhl Reports
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In the seminar we discussed how to detect, extract, and analyze melodic voices as they occur in recorded performances of a piece of music. ...
This is demonstrated, for example, by the large community of singers active in choirs or by the fact that music constitutes an important part of our cultural heritage. ...
Especially in the challenging context of polyphonic singing, we see potential in supporting this learning task with computational techniques. ...
doi:10.4230/dagrep.9.1.125
dblp:journals/dagstuhl-reports/MullerGY19
fatcat:w4slm5nxqrdlfaser5dtqar7s4
Detecting tāla Computationally in Polyphonic Context-A Novel Approach
2018
American Journal of Computer Science and Information Technology
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Other Versions
In North-Indian-Music-System(NIMS),tabla is mostly used as percussive accompaniment for vocal-music in polyphonic-compositions. ...
In this work we propose a novel technique for successfully detecting tala using left-tabla signal, producing meaningful results because the left-tabla normally doesn't have frequency overlap with voice ...
We also thank renowned musician This article is available from: https://www.imedpub.com/computer-science-and-information-technology/ Foundation) for extending help in editing the manuscript to enhance ...
doi:10.21767/2349-3917.100030
fatcat:nkbcr4uhoneslfy66niy37y264
Table of Contents [EDICS]
2020
IEEE/ACM Transactions on Audio Speech and Language Processing
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Zeng 852 Semantic Tagging of Singing Voices in Popular Music Recordings . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
715 Out-of-Domain Detection for Natural ...
Bourlard 1717 Temporarily-Aware Context Modeling Using Generative Adversarial Networks for Speech Activity Detection . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . ...
doi:10.1109/taslp.2020.3046150
fatcat:easrxuwl6zdppejsrf4bskxfw4
A Low-Latency, Real-Time-Capable Singing Voice Detection Method With Lstm Recurrent Neural Networks
2015
Zenodo
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Publication in the conference proceedings of EUSIPCO, Nice, France, 2015 ...
INTRODUCTION At a first glance, the problem of singing voice detection (SVD) in polyphonic music recordings seems to be analogous to voice activity detection (VAD). ...
Results on RWC Music Database.
CONCLUSION We suggest a method for singing voice detection that uses very light-weight features, along with LSTM-RNN. ...
doi:10.5281/zenodo.38849
fatcat:o2hn3ph2fbfylo2wgcsofz2tlm
End-to-end Lyrics Alignment for Polyphonic Music Using an Audio-to-Character Recognition Model
[article]
2019
arXiv
pre-print
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Compared to text-to-speech alignment, lyrics alignment remains highly challenging, despite many attempts to combine numerous sub-modules including vocal separation and detection in an effort to break down ...
Time-aligned lyrics can enrich the music listening experience by enabling karaoke, text-based song retrieval and intra-song navigation, and other applications. ...
Acknowledgments: We thank Georgi Dzhambazov for assisting with the evaluation in the context of the MIREX challenge. ...
arXiv:1902.06797v1
fatcat:mulyu5b2k5hofosxkvor5iz6au
Svan Funeral Dirges (Zär): Musicological Analysis
2020
Musicologist
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Jointly, the papers describe the results of an interdisciplinary study on three-voiced Svan funeral dirges, known as zär in Svan and zari in Georgian. ...
Finally, we see the most interesting aspects of our entire study in the implications it has for the discourse on the historical dynamics of Georgian polyphony. ...
Acknowledgements This work was supported by the German Research Foundation within the framework of the project Computational Analysis of Traditional Georgian Vocal Music (GVM) (DFG MU 2686/13-1, SCHE 280 ...
doi:10.33906/musicologist.782185
fatcat:pxl6skxmsbagpis777loxhxeyi
2020 Index IEEE/ACM Transactions on Audio, Speech, and Language Processing Vol. 28
2020
IEEE/ACM Transactions on Audio Speech and Language Processing
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Yu, D., +, TASLP 2020 852-861
Semantic Tagging of Singing Voices in Popular Music Recordings. ...
Yang, L., +, TASLP 2020 1669-1677 Semantic Tagging of Singing Voices in Popular Music Recordings. ...
T Target tracking Multi-Hypothesis Square-Root Cubature Kalman Particle Filter for Speaker Tracking in Noisy and Reverberant Environments. Zhang, Q., +, TASLP 2020 1183 -1197 ...
doi:10.1109/taslp.2021.3055391
fatcat:7vmstynfqvaprgz6qy3ekinkt4
Table of Contents
2020
IEEE/ACM Transactions on Audio Speech and Language Processing
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Yan 1452 Specialized Decision Surface and Disentangled Feature for Weakly-Supervised Polyphonic Sound Event Detection .
, and L. ...
Yoshii 1644 Semantic Tagging of Singing Voices in Popular Music Recordings . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . ...
doi:10.1109/taslp.2020.3046148
fatcat:hirdphjf6zeqdjzwnwlwlamtb4
Mappe Per Affetti Erranti : A Multimodal System For Social Active Listening And Expressive Performance
2008
Zenodo
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content in real-time through fullbody movement and gesture. ...
On the one hand, multiple users can physically navigate a polyphonic music piece, actively exploring it; on the other hand they can intervene on the music performance modifying and molding its expressive ...
Tiranti for the useful discussions and stimuli during the preparation of the dance and music performance; composer Marco Canepa for recording and preparing the audio material. ...
doi:10.5281/zenodo.1179505
fatcat:chofrutscvdh7auj7alcyxddoa
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