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Multiple F0 estimation in vocal ensembles using convolutional neural networks
2020
Zenodo
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Our models outperform a state-of-the-art method intended for the same music genre when evaluated with an increased F0 resolution, as well as a general-purpose method for multi-F0 estimation. ...
The pitch salience function is subsequently thresholded to obtain a multiple F0 estimation output. ...
This work is partially supported by the European Commission under the TROMPA project (H2020 770376) and MARL-NYU (as part of a two-months research stay). ...
doi:10.5281/zenodo.4245434
fatcat:b2wpxk4e2vdktks43cpmfh5pvm
Multiple F0 Estimation in Vocal Ensembles using Convolutional Neural Networks
[article]
2020
arXiv
pre-print
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Our models outperform a state-of-the-art method intended for the same music genre when evaluated with an increased F0 resolution, as well as a general-purpose method for multi-F0 estimation. ...
The pitch salience function is subsequently thresholded to obtain a multiple F0 estimation output. ...
This work is partially supported by the European Commission under the TROMPA project (H2020 770376) and MARL-NYU (as part of a two-months research stay). ...
arXiv:2009.04172v1
fatcat:mxsjqmmajjfalpjeaf6rlsvy3a
Data-driven Pitch Content Description of Choral Singing Recordings
2022
Zenodo
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Finally, we propose two methods to characterize vocal unison performances in terms of pitch dispersion. ...
The second contribution is a set of deep learning models for multiple F0 estimation, streaming, and voice assignment of vocal quartets, mainly based on convolutional neural networks designed leveraging ...
We wish for a bright future for research on choir music in the MIR field. ...
doi:10.5281/zenodo.6389643
fatcat:zibszrdivjhcnap2gzll3sbxga
Score-Informed Analysis Of Intonation And Pitch Modulation In Jazz Solos
2015
Zenodo
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There are many studies on vibrato detection in audio recordings [14] , particularly for singing voice [8, 9, 12] . ...
Based on the extracted f 0 contours, we compute several contour features (see Section 4.5) to describe their temporal shape. ...
doi:10.5281/zenodo.1416835
fatcat:xq6mw7qbonemfkys6wyyng5you
Score-Informed Analysis of Tuning, Intonation, Pitch Modulation, and Dynamics in Jazz Solos
2017
IEEE/ACM Transactions on Audio Speech and Language Processing
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Next, we compute the fundamental frequency contour for each tone in the solo and a set of features describing its temporal shape. ...
After splitting the audio into a solo and a backing track, a reference tuning frequency is estimated from the backing track. ...
ACKNOWLEDGEMENTS The Jazzomat research project is supported by a grant DFG-PF 669/7-1 ("Melodisch-rhythmische Gestaltung von Jazzimprovisationen. ...
doi:10.1109/taslp.2016.2627186
fatcat:6yw7asmxh5bf5lpr4zp7tcpnjy
The role of auditory feedback in speech and song
2015
Journal of Experimental Psychology: Human Perception and Performance
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When singing a melody or producing sentences, we take for granted the fact that the sounds we create (auditory feedback) match the intended consequences of our actions. ...
On the other hand, AAF manipulations of pitch disrupt sequencing but not timing. ...
This method of pitch estimation serves to reduce spurious F 0 measurements that result from pitch tracking artifacts or idiosyncratic voice qualities (e.g., "voice breaking") and has been used in previous ...
doi:10.1037/a0038285
pmid:25384239
fatcat:qvzwga62rrbtxmt5hytqxhh76m
Pitch tracking of bird vocalizations and an automated process using YIN-bird
2017
Cogent Biology
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To use pitch as a feature, researchers need confidence in their pitch extraction system. ...
This paper discusses pitch estimation performance on a variety of common bird vocalizations. ...
Babacan et al. (2013) evaluated pitch tracking on singing voice, with PRAAT and RAPT providing the best determination of voicing boundaries. ...
doi:10.1080/23312025.2017.1322025
fatcat:d4u7laz6enaspmtyk2s4tzuvce
Analysis/synthesis comparison
2000
Organised Sound
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Although we have not directly compared the analysis results among the different systems, our work has made such a comparison possible. ...
amplitude and frequency contours extracted from the surface and yield an accurate synthesis. ...
As an example, stretching a low-pitched voice with this model usually leads to rather unnatural voice sounds. ...
doi:10.1017/s1355771800005070
fatcat:2l7qagmt7ngjxnnadzlnoemw5e
Lexical function of pitch in the first language shapes cross-linguistic perception of Thai tones
2014
Laboratory Phonology
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., three level tones, two contour tones) by speakers of languages on a spectrum of lexically contrastive pitch usage: Mandarin (lexical tone), Japanese (lexical pitch accent), English (lexical stress), ...
, intonation) or non-linguistic (e.g., singing). ...
The female voice was used for the A and B items while the male voice was used for the X item, which can be either of the A or of the B category. ...
doi:10.1515/lp-2014-0016
fatcat:wepl4px5hbcclmlqppjrxkafwi
Identification and Control of PMSM Using Artificial Neural Network
2007
2007 IEEE International Symposium on Industrial Electronics
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As the first step, they extracted the pitch contours from automatically selected voice segments. ...
Harmony Melodies are generated by a sequence of pitches-the "tune" of musical piece While sequences of pitches create melodies-the "tune" of a musical piece, and "voice" only part that can be regenerated ...
doi:10.1109/isie.2007.4374567
fatcat:hjhdj43wuzhpdlin5yi2sgmtb4
Multilinear Grammar: Ranks and Interpretations
2017
Open Linguistics
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AbstractMultilinear Grammar provides a framework for integrating the many different syntagmatic structures of language into a coherent semiotically based Rank Interpretation Architecture, with default ...
Default computational models for each rank are proposed, based on a Procedural Plausibility Condition: incremental processing in linear time with finite working memory. ...
And in particular it is becoming clear that a reappraisal of the descriptive capacity of finite state systems and plausible extensions is needed. ...
doi:10.1515/opli-2017-0014
fatcat:wp7mjia5ezhp5bufvcrj3hjpni
Adaptive additive modeling with continuous parameter trajectories
2006
IEEE Transactions on Audio, Speech, and Language Processing
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The adaptive analysis system is investigated by means of simple tracking experiments to demonstrate the effect of the smoothness constraints and compare the results with a standard STFT base frequency ...
The potential of the adaptive strategy for the modeling of sinusoidal transients is discussed and it is shown that it achieves similar transient quality as a previously proposed method, however, with considerably ...
The example concerned with tracking of frequency evolution is a singing voice signal that contains considerable pitch changes. ...
doi:10.1109/tsa.2005.858529
fatcat:t6ybpq7u6vfv5cptirkjmx77mq
Perception of emotion in musical performance in adolescents with autism spectrum disorders
2010
Autism Research
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Musical performance also employs a form of prosody to communicate emotion, and the goal of this study was to examine the ability of adolescents with ASD to understand musical emotion. ...
''cantabile'' meaning ''in a singing style,' ' Kennedy, 1999] . ...
; Heaton, Hermelin, & Pring, 1998 ], preserved or superior sensitivity for detecting pitch direction [Heaton, 2005] and contour change [Mottron, Peretz, & Ménard, 2000] , and superior chord disembedding ...
doi:10.1002/aur.147
pmid:20717952
pmcid:PMC2963682
fatcat:eoraitoupzhwbekgjgpad2bhmy
Sound, structure and meaning: The bases of prominence ratings in English, French and Spanish
2019
Journal of Phonetics
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In addition, words with a ToBI pitch accent type that is typically associated with contrastive focus are more likely to be rated as prominent in Spanish and English, but no such effect is found for French ...
Prominence ratings from untrained listeners correspond with ToBI pitch accent labels for each language. ...
/kánto/ 'I sing' vs /kantó/ 'she or he sang'). ...
doi:10.1016/j.wocn.2019.05.002
fatcat:oeoub5woozccdcwuonqsn2n2qe
Reassignment of consonant allophones in rapid dialect acquisition
2013
Journal of Phonetics
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This experiment therefore explored (a) whether speakers could learn to reassign a sound they already produce (flap) to a different phoneme, and (b) whether they could learn to reliably produce aspirated ...
In an experiment spanning a week, American English speakers imitated a Glaswegian (Scottish) English speaker. ...
Acknowledgements We would especially like to thank our Glaswegian speaker, Alistair McGowan, for lending us his time and his voice. We would like to acknowledge the support of the James S. ...
doi:10.1016/j.wocn.2013.03.001
fatcat:vi7my5byazc2hi2oy442wswvve
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