Time-frequency plane Wiener filtering for robust processing of speech signals

被引:0
作者
Ang, A [1 ]
Ang, EL [1 ]
Premkumar, AB [1 ]
Madhukumar, AS [1 ]
机构
[1] Nanyang Technol Univ, Sch Appl Sci, Singapore 639798, Singapore
来源
IEEE TENCON'97 - IEEE REGIONAL 10 ANNUAL CONFERENCE, PROCEEDINGS, VOLS 1 AND 2: SPEECH AND IMAGE TECHNOLOGIES FOR COMPUTING AND TELECOMMUNICATIONS | 1997年
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper uses discrete wavelet transforms together with Wiener filtering to enhance noisy speech for further processing. The speech signal is mixed with various levels of white and coloured noises and decomposed into several levels using wavelet analysis. The output signal at each level is processed separately using iterative Wiener filtering. An efficient speech coding system is developed for the enhanced speech bands.
引用
收藏
页码:35 / 38
页数:4
相关论文
共 50 条
[21]   A brief analysis of the use of non-linear time-frequency filtering for processing ECG signals [J].
Altay, Yeldos A. ;
Kremlev, Artem S. .
CARDIOMETRY, 2018, (13) :96-98
[22]   Robust Speech Watermarking Procedure in the Time-Frequency Domain [J].
Srdjan Stanković ;
Irena Orović ;
Nikola Žarić .
EURASIP Journal on Advances in Signal Processing, 2008
[23]   Robust speech watermarking procedure in the time-frequency domain [J].
Stankovic, Srdjan ;
Orovic, Irena ;
Zaric, Nikola .
EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING, 2008, 2008 (1)
[24]   TIME-FREQUENCY CONVOLUTIONAL NETWORKS FOR ROBUST SPEECH RECOGNITION [J].
Mitra, Vikramjit ;
Franco, Horacio .
2015 IEEE WORKSHOP ON AUTOMATIC SPEECH RECOGNITION AND UNDERSTANDING (ASRU), 2015, :317-323
[25]   TIME-VARIANT FILTERING OF SIGNALS IN THE MIXED TIME-FREQUENCY DOMAIN [J].
SALEH, BEA ;
SUBOTIC, NS .
IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1985, 33 (06) :1479-1485
[26]   Robust time-varying Wiener filters: Theory and time-frequency formulation [J].
Matz, G ;
Hlawatsch, F .
PROCEEDINGS OF THE IEEE-SP INTERNATIONAL SYMPOSIUM ON TIME-FREQUENCY AND TIME-SCALE ANALYSIS, 1998, :401-404
[27]   Robust Adaptive Time-Frequency Filtering for Frequency Shift Jamming Suppression [J].
Huang, Quan ;
Wei, Shaopeng ;
Zhang, Lei .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2023, 59 (06) :7963-7976
[28]   MODULATION FILTERING FOR STRUCTURED TIME-FREQUENCY ESTIMATION OF AUDIO SIGNALS [J].
Siedenburg, Kai ;
Depalle, Philippe .
2013 IEEE WORKSHOP ON APPLICATIONS OF SIGNAL PROCESSING TO AUDIO AND ACOUSTICS (WASPAA), 2013,
[29]   Towards a theory of information processing on the time-frequency plane [J].
Aviyente, S .
ADVANCED SIGNAL PROCESSING ALGORITHMS, ARCHITECTURES, AND IMPLEMENTATIONS XIV, 2004, 5559 :232-240
[30]   Applications of Positive Time-Frequency Distributions to Speech Processing [J].
Pitton, James W. ;
Atlas, Les E. ;
Loughlin, Patrick J. .
IEEE TRANSACTIONS ON SPEECH AND AUDIO PROCESSING, 1994, 2 (04) :554-566