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

doi:10.1109/ICASSP.2017.7953225

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

Institut für Signalverarbeitung und Sprachkommunikation (4420)

Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung

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.

Originalsprache	englisch
Titel	2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
DOIs	https://doi.org/10.1109/ICASSP.2017.7953225
Publikationsstatus	Veröffentlicht - 19 Juni 2017
Veranstaltung	2017 IEEE International Conference on Acoustics, Speech, and Signal Processing: ICASSP 2017 - New Orleans, USA / Vereinigte Staaten Dauer: 5 März 2017 → 9 März 2017

Konferenz

Konferenz	2017 IEEE International Conference on Acoustics, Speech, and Signal Processing
Land/Gebiet	USA / Vereinigte Staaten
Ort	New Orleans
Zeitraum	5/03/17 → 9/03/17

Fields of Expertise

Information, Communication & Computing

Zugriff auf Dokument

10.1109/ICASSP.2017.7953225

FWF - Phase - Signalverarbeitung für die Sprachübertragung unter Berücksichtigung der Phase
Mowlaee Beikzadehmahaleh, P.
1/10/15 → 31/07/19
Projekt: Foschungsprojekt

Dieses zitieren

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 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, New Orleans, USA / Vereinigte Staaten, 5/03/17. https://doi.org/10.1109/ICASSP.2017.7953225

@inproceedings{2f040dba0b2249529ccb53265a23c4f6,

title = "Phase estimation in single-channel speech enhancement using phase invariance constraints",

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.",

author = "Michael Pirolt and Johannes Stahl and {Mowlaee Beikzadehmahaleh}, Pejman and Vorobiov, {Vasili I.} and Barysenka, {Siarhei Y.} and Davydov, {Andrew G.}",

year = "2017",

month = jun,

day = "19",

doi = "10.1109/ICASSP.2017.7953225",

language = "English",

booktitle = "2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)",

note = "2017 IEEE International Conference on Acoustics, Speech, and Signal Processing : ICASSP 2017 ; Conference date: 05-03-2017 Through 09-03-2017",

}

TY - GEN

T1 - Phase estimation in single-channel speech enhancement using phase invariance constraints

AU - Pirolt, Michael

AU - Stahl, Johannes

AU - Mowlaee Beikzadehmahaleh, Pejman

AU - Vorobiov , Vasili I.

AU - Barysenka , Siarhei Y.

AU - Davydov, Andrew G.

PY - 2017/6/19

Y1 - 2017/6/19

N2 - 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.

AB - 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.

U2 - 10.1109/ICASSP.2017.7953225

DO - 10.1109/ICASSP.2017.7953225

M3 - Conference paper

BT - 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

T2 - 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing

Y2 - 5 March 2017 through 9 March 2017

ER -

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

Abstract

Konferenz

Fields of Expertise

Zugriff auf Dokument

Fingerprint

Projekte

FWF - Phase - Signalverarbeitung für die Sprachübertragung unter Berücksichtigung der Phase

Dieses zitieren