Objective Estimation of Word Intelligibility for Noise-Reduced Speech

被引:0
|
作者
Yamada, Takeshi [1 ]
Kumakura, Masakazu [2 ]
Kitawaki, Nobuhiko [1 ]
机构
[1] Univ Tsukuba, Grad Sch Syst & Informat Engn, Tsukuba, Ibaraki 3058573, Japan
[2] Fujitsu Ltd, Kawasaki, Kanagawa 2118588, Japan
关键词
objective estimation; word intelligibility; noise reduction; PESQ;
D O I
10.1093/ietcom/e91-b.12.4075
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
It is essential to ensure a satisfactory QoS (Quality of Service) when offering a speech communication system with a noise reduction algorithm. In this paper, we propose a new obejective test methodology for noise-reduced speech that estimates word intelligibility by using a distortion measure. Experimental results confirmed that the proposed methodology gives ail accurate estimate with independence of noise reduction algorithms and noise types,
引用
收藏
页码:4075 / 4077
页数:3
相关论文
共 50 条
  • [31] Estimation of the speech quality of noise reduced signals
    Gautier-Turbin, Valerie
    Le Faucheur, Nicolas
    MEASUREMENT OF SPEECH, AUDIO AND VIDEO QUALITY IN NETWORKS, 2007, : 53 - 58
  • [32] The Applicability of the Objective Speech Intelligibility Metrics for Vehicle Interior Speech Intelligibility Evaluation, Considering Different Listening Configurations and Background Noise Spectra
    Samardzic, Nikolina
    SAE INTERNATIONAL JOURNAL OF PASSENGER CARS-MECHANICAL SYSTEMS, 2014, 7 (01): : 434 - 438
  • [33] Speech Intelligibility Prediction through Direct Estimation of Word Accuracy Using Conformer
    Kamo, Naoyuki
    Arai, Kenichi
    Ogawa, Atsunori
    Araki, Shoko
    Nakatani, Tomohiro
    Kinoshita, Keisuke
    Delcroix, Marc
    Ochiai, Tsubasa
    Irino, Toshio
    PROCEEDINGS OF 2022 ASIA-PACIFIC SIGNAL AND INFORMATION PROCESSING ASSOCIATION ANNUAL SUMMIT AND CONFERENCE (APSIPA ASC), 2022, : 1426 - 1430
  • [34] Spontaneous Otoacoustic Emission Enhancement in Children with Reduced Speech-in-Noise Intelligibility
    Elgeti, Anja
    Zehnhoff-Dinnesen, Antoinette Gertrud am
    Matulat, Peter
    Schmidt, Claus-Michael
    Knief, Arne
    AUDIOLOGY AND NEURO-OTOLOGY, 2008, 13 (06) : 357 - 364
  • [35] Underwater radiated noise measurements of a noise-reduced fisheries research vessel
    De Robertis, Alex
    Wilson, Christopher D.
    Furnish, Scott R.
    Dahl, Peter H.
    ICES JOURNAL OF MARINE SCIENCE, 2013, 70 (02) : 480 - 484
  • [36] SNR loss: A new objective measure for predicting the intelligibility of noise-suppressed speech
    Ma, Jianfen
    Loizou, Philipos C.
    SPEECH COMMUNICATION, 2011, 53 (03) : 340 - 354
  • [37] NOISE-REDUCED PROSTATIC MR IMAGING - WORK IN PROGRESS
    SOMMER, G
    BROSNAN, T
    CAO, Q
    NISHIMURA, D
    MACOVSKI, A
    MCNEAL, J
    RADIOLOGY, 1988, 169 (02) : 347 - 350
  • [38] PATTERN-FORMATION IN NOISE-REDUCED ELECTROCHEMICAL DEPOSITION
    WANG, M
    MING, NB
    BENNEMA, P
    PHYSICAL REVIEW E, 1993, 48 (05): : 3825 - 3830
  • [39] EVALUATION OF OBJECTIVE MEASURES FOR INTELLIGIBILITY PREDICTION OF HMM-BASED SYNTHETIC SPEECH IN NOISE
    Valentini-Botinhao, Cassia
    Yamagishi, Junichi
    King, Simon
    2011 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, 2011, : 5112 - 5115
  • [40] Estimation of forced-selection word intelligibility by comparing objective distances between candidates
    Kondo, Kazuhiro
    APPLIED ACOUSTICS, 2016, 106 : 113 - 121