Pitch Estimation of Stereophonic Mixtures of Delay and Amplitude Panned Signals

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Resumé

In this paper, a novel method for pitch estimation of stereophonic mixtures is presented, and it is investigated how the performance is affected by the pan parameters of the individual signals of the mixture. The method is based on a signal model that takes into account a stereophonic mixture created by mixing multiple individual channels with different pan parameters, and is hence suited for use in automatic music transcription, source separation and classification systems. Panning is done using both amplitude differences and delays. The performance of the estimator is compared to one single-channel, two multi-channel and one multi-pitch estimator using synthetic and real signals. Experiments show that the proposed method is able to correctly estimate the pitches of a mixture of three real signals when they are separated by more than 25 degrees.
OriginalsprogEngelsk
Titel23rd European Signal Processing Conference (EUSIPCO), 2015
ForlagIEEE
Publikationsdato2015
Sider36-40
ISBN (Trykt)978-0-9928626-3-3
DOI
StatusUdgivet - 2015
BegivenhedEuropean Signal Processing Conference (EUSIPCO) - Nice, Frankrig
Varighed: 31 aug. 20154 sep. 2015

Konference

KonferenceEuropean Signal Processing Conference (EUSIPCO)
LandFrankrig
ByNice
Periode31/08/201504/09/2015
NavnEuropean Signal Processing Conference (EUSIPCO)
ISSN2076-1465

Fingerprint

Source separation
Transcription
Experiments

Citer dette

Hansen, M. W., Jensen, J. R., & Christensen, M. G. (2015). Pitch Estimation of Stereophonic Mixtures of Delay and Amplitude Panned Signals. I 23rd European Signal Processing Conference (EUSIPCO), 2015 (s. 36-40). IEEE. European Signal Processing Conference (EUSIPCO) https://doi.org/10.1109/EUSIPCO.2015.7362340
Hansen, Martin Weiss ; Jensen, Jesper Rindom ; Christensen, Mads Græsbøll. / Pitch Estimation of Stereophonic Mixtures of Delay and Amplitude Panned Signals. 23rd European Signal Processing Conference (EUSIPCO), 2015. IEEE, 2015. s. 36-40 (European Signal Processing Conference (EUSIPCO)).
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title = "Pitch Estimation of Stereophonic Mixtures of Delay and Amplitude Panned Signals",
abstract = "In this paper, a novel method for pitch estimation of stereophonic mixtures is presented, and it is investigated how the performance is affected by the pan parameters of the individual signals of the mixture. The method is based on a signal model that takes into account a stereophonic mixture created by mixing multiple individual channels with different pan parameters, and is hence suited for use in automatic music transcription, source separation and classification systems. Panning is done using both amplitude differences and delays. The performance of the estimator is compared to one single-channel, two multi-channel and one multi-pitch estimator using synthetic and real signals. Experiments show that the proposed method is able to correctly estimate the pitches of a mixture of three real signals when they are separated by more than 25 degrees.",
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Hansen, MW, Jensen, JR & Christensen, MG 2015, Pitch Estimation of Stereophonic Mixtures of Delay and Amplitude Panned Signals. i 23rd European Signal Processing Conference (EUSIPCO), 2015. IEEE, European Signal Processing Conference (EUSIPCO), s. 36-40, Nice, Frankrig, 31/08/2015. https://doi.org/10.1109/EUSIPCO.2015.7362340

Pitch Estimation of Stereophonic Mixtures of Delay and Amplitude Panned Signals. / Hansen, Martin Weiss; Jensen, Jesper Rindom; Christensen, Mads Græsbøll.

23rd European Signal Processing Conference (EUSIPCO), 2015. IEEE, 2015. s. 36-40 (European Signal Processing Conference (EUSIPCO)).

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

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N2 - In this paper, a novel method for pitch estimation of stereophonic mixtures is presented, and it is investigated how the performance is affected by the pan parameters of the individual signals of the mixture. The method is based on a signal model that takes into account a stereophonic mixture created by mixing multiple individual channels with different pan parameters, and is hence suited for use in automatic music transcription, source separation and classification systems. Panning is done using both amplitude differences and delays. The performance of the estimator is compared to one single-channel, two multi-channel and one multi-pitch estimator using synthetic and real signals. Experiments show that the proposed method is able to correctly estimate the pitches of a mixture of three real signals when they are separated by more than 25 degrees.

AB - In this paper, a novel method for pitch estimation of stereophonic mixtures is presented, and it is investigated how the performance is affected by the pan parameters of the individual signals of the mixture. The method is based on a signal model that takes into account a stereophonic mixture created by mixing multiple individual channels with different pan parameters, and is hence suited for use in automatic music transcription, source separation and classification systems. Panning is done using both amplitude differences and delays. The performance of the estimator is compared to one single-channel, two multi-channel and one multi-pitch estimator using synthetic and real signals. Experiments show that the proposed method is able to correctly estimate the pitches of a mixture of three real signals when they are separated by more than 25 degrees.

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Hansen MW, Jensen JR, Christensen MG. Pitch Estimation of Stereophonic Mixtures of Delay and Amplitude Panned Signals. I 23rd European Signal Processing Conference (EUSIPCO), 2015. IEEE. 2015. s. 36-40. (European Signal Processing Conference (EUSIPCO)). https://doi.org/10.1109/EUSIPCO.2015.7362340