Phase estimation in single-channel speech enhancement using phase invariance constraints

Michael Pirolt, Johannes Stahl, Pejman Mowlaee Beikzadehmahaleh, Vasili I. Vorobiov , Siarhei Y. Barysenka , Andrew G. Davydov

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

Abstract

Phase-aware signal processing has received increasing interest in many speech applications. The success of phase-aware processing depends strongly on the robustness of the clean spectral phase estimates to be obtained from a noisy observation. In this paper, we propose a novel harmonic phase estimator relying on the phase invariance property exploiting relations between harmonics using the phase structure. We present speech quality results achieved in speech enhancement to justify the effectiveness of the proposed phase estimator compared to noisy phase and other phase estimation benchmarks.
Originalspracheenglisch
TitelICASSP 2017
DOIs
PublikationsstatusVeröffentlicht - 19 Jun 2017
Veranstaltung2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - New Orleans, USA / Vereinigte Staaten
Dauer: 5 Mär 20179 Mär 2017

Konferenz

Konferenz2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017
LandUSA / Vereinigte Staaten
OrtNew Orleans
Zeitraum5/03/179/03/17

Fingerprint

Speech enhancement
Invariance
Phase structure
Signal processing
Processing

Fields of Expertise

  • Information, Communication & Computing

Dies zitieren

Phase estimation in single-channel speech enhancement using phase invariance constraints. / Pirolt, Michael; Stahl, Johannes; Mowlaee Beikzadehmahaleh, Pejman; Vorobiov , Vasili I. ; Barysenka , Siarhei Y. ; Davydov, Andrew G. .

ICASSP 2017. 2017.

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

Pirolt, M, Stahl, J, Mowlaee Beikzadehmahaleh, P, Vorobiov , VI, Barysenka , SY & Davydov, AG 2017, Phase estimation in single-channel speech enhancement using phase invariance constraints. in ICASSP 2017., New Orleans, USA / Vereinigte Staaten, 5/03/17. https://doi.org/10.1109/ICASSP.2017.7953225
Pirolt, Michael ; Stahl, Johannes ; Mowlaee Beikzadehmahaleh, Pejman ; Vorobiov , Vasili I. ; Barysenka , Siarhei Y. ; Davydov, Andrew G. . / Phase estimation in single-channel speech enhancement using phase invariance constraints. ICASSP 2017. 2017.
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AU - Barysenka , Siarhei Y.

AU - Davydov, Andrew G.

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