Speech processing in modern communication: challenges and perspectives
Saved in:
| Other Authors: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Berlin [u.a.]
Springer
2010
|
| Series: | Springer topics in signal processing
3 |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XVIII, 342 S. Ill., graph. Darst. |
| ISBN: | 9783642111297 |
Staff View
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Record in the Search Index
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| adam_text | CONTENTS LINEAR SYSTEM IDENTIFICATION IN THE SHORT-TIME FOURIER
TRANSFORM DOMAIN 1 YEKUTIEL AVARGEL AND ISRAEL COHEN 1.1 INTRODUCTION 2
1.2 PROBLEM FORMULATION 4 1.3 SYSTEM IDENTIFICATION USING CROSSBAND
FILTERS 6 1.3.1 CROSSBAND FILTERS REPRESENTATION 6 1.3.2 BATCH
ESTIMATION OF CROSSBAND FILTERS 8 1.3.3 SELECTING THE OPTIMAL NUMBER OF
CROSSBAND FILTERS 11 1.4 SYSTEM IDENTIFICATION USING THE MTF
APPROXIMATION 14 1.4.1 THE MTF APPROXIMATION 14 1.4.2 OPTIMAL WINDOW
LENGTH 15 1.5 THE CROSS-MTF APPROXIMATION 18 1.5.1 ADAPTIVE ESTIMATION
OF CROSS-TERMS 19 1.5.2 ADAPTIVE CONTROL ALGORITHM 20 1.6 EXPERIMENTAL
RESULTS 22 1.6.1 CROSSBAND FILTERS ESTIMATION 23 1.6.2 COMPARISON OF THE
CROSSBAND FILTERS AND MTF APPROACHES 23 1.6.3 CMTF ADAPTATION FOR
ACOUSTIC ECHO CANCELLATION . 25 1.7 CONCLUSIONS 28 APPENDIX 28
REFERENCES 29 IDENTIFICATION OF THE RELATIVE TRANSFER FUNCTION BETWEEN
SENSORS IN THE SHORT-TIME FOURIER TRANSFORM DOMAIN 33 RONEN TALMON,
ISRAEL COHEN, AND SHARON GANNOT 2.1 INTRODUCTION 33 2.2 IDENTIFICATION
OF THE RTF USING MULTIPLICATIVE TRANSFER FUNCTION APPROXIMATION 34
BIBLIOGRAFISCHE INFORMATIONEN HTTP://D-NB.INFO/998589055 DIGITALISIERT
DURCH X CONTENTS 2.2.1 PROBLEM FORMULATION AND THE MULTIPLICATIVE
TRANSFER FUNCTION APPROXIMATION 35 2.2.2 RTF IDENTIFICATION USING
NON-STATIONARITY 36 2.2.3 RTF IDENTIFICATION USING SPEECH SIGNALS 37 2.3
IDENTIFICATION OF THE RTF USING CONVOLUTIVE TRANSFER FUNCTION
APPROXIMATION 38 2.3.1 THE CONVOLUTIVE TRANSFER FUNCTION APPROXIMATION .
39 2.3.2 RTF IDENTIFICATION USING THE CONVOLUTIVE TRANSFER FUNCTION
APPROXIMATION 40 2.4 RELATIVE TRANSFER FUNCTION IDENTIFICATION IN SPEECH
ENHANCEMENT APPLICATIONS 41 2.4.1 BLOCKING MATRIX 42 2.4.2 THE TRANSFER
FUNCTION GENERALIZED SIDELOBE CANCELER 44 2.5 CONCLUSIONS 45 REFERENCES
46 3 REPRESENTATION AND IDENTIFICATION OF NONLINEAR SYSTEMS IN THE
SHORT-TIME FOURIER TRANSFORM DOMAIN 49 YEKUTIEL AVARGEL AND ISRAEL COHEN
3.1 INTRODUCTION 49 3.2 VOLTERRA SYSTEM IDENTIFICATION 51 3.3
REPRESENTATION OF VOLTERRA FILTERS IN THE STFT DOMAIN 55 3.3.1
SECOND-ORDER VOLTERRA FILTERS 55 3.3.2 HIGH-ORDER VOLTERRA FILTERS 59
3.4 A NEW STFT MODEL FOR NONLINEAR SYSTEMS 61 3.4.1 QUADRATICALLY
NONLINEAR MODEL 61 3.4.2 HIGH-ORDER NONLINEAR MODELS 65 3.5
QUADRATICALLY NONLINEAR SYSTEM IDENTIFICATION 65 3.5.1 BATCH ESTIMATION
SCHEME 67 3.5.2 ADAPTIVE ESTIMATION SCHEME 72 3.6 EXPERIMENTAL RESULTS
76 3.6.1 PERFORMANCE EVALUATION FOR WHITE GAUSSIAN INPUTS 77 3.6.2
NONLINEAR UNDERMODELING IN ADAPTIVE SYSTEM IDENTIFICATIO CONTENTS 4.6
SIMULATIONS 112 4.6.1 VSS-NLMS ALGORITHMS FOR AEC 112 4.6.2 VSS-APA FOR
AEC 117 4.6.3 VFF-RLS FOR SYSTEM IDENTIFICATION 121 4.7 CONCLUSIONS 123
REFERENCES 124 SIMULTANEOUS DETECTION AND ESTIMATION APPROACH FOR SPEECH
ENHANCEMENT AND INTERFERENCE SUPPRESSION 127 ARI ABRAMSON AND ISRAEL
COHEN 5.1 INTRODUCTION 127 5.2 CLASSICAL SPEECH ENHANCEMENT IN
NONSTATIONARY NOISE ENVIRONMENTS 129 5.3 SIMULTANEOUS DETECTION AND
ESTIMATION FOR SPEECH ENHANCEMENT 131 5.3.1 QUADRATIC DISTORTION MEASURE
134 5.3.2 QUADRATIC SPECTRAL AMPLITUDE DISTORTION MEASURE . 137 5.4
SPECTRAL ESTIMATION UNDER A TRANSIENT NOISE INDICATION .... 140 5.5 A
PRIORI SNR ESTIMATION 142 5.6 EXPERIMENTAL RESULTS 144 5.6.1
SIMULTANEOUS DETECTION AND ESTIMATION 146 5.6.2 SPECTRAL ESTIMATION
UNDER A TRANSIENT NOISE INDICATION 147 5.7 CONCLUSIONS 148 REFERENCES
149 SPEECH DEREVERBERATION AND DENOISING BASED ON TIME VARYING SPEECH
MODEL AND AUTOREGRESSIVE REVERBERATION MODEL 151 TAKUYA YOSHIOKA,
TOMOHIRO NAKATANI, KEISUKE KINOSHITA, AND MASATO MIYOSHI 6.1
INTRODUCTION 151 6.1.1 GOAL 152 6.1.2 TECHNOLOGICAL BACKGROUND 153 6.1.3
MINIMUM MEAN-SQUARED ERROR SIGNAL ESTIMATION AND MODEL-BASED APPROACH
154 6.2 DEREVERBERATION METHOD 156 6.2.1 HEURISTIC DERIVATION OF
WEIGHTED PREDICTION ERROR METHO CONTENTS 6.3.3 CLEAN SPEECH SIGNAL
ESTIMATOR 172 6.3.4 PARAMETER OPTIMIZATION 173 6.4 EXPERIMENTS 179 6.5
CONCLUSIONS 180 REFERENCES 181 CODEBOOK APPROACHES FOR SINGLE SENSOR
SPEECH/MUSIC SEPARATION 183 RAPHAEL BLOUET AND ISRAEL COHEN 7.1
INTRODUCTION 183 7.2 SINGLE SENSOR SOURCE SEPARATION 185 7.2.1 PROBLEM
FORMULATION 185 7.2.2 GSMM-BASED SOURCE SEPARATION 186 7.2.3 AR-BASED
SOURCE SEPARATION 187 7.2.4 BAYESIAN NON-NEGATIVE MATRIX FACTORIZATION
188 7.2.5 LEARNING THE CODEBOOK 190 7.3 MULTI-WINDOW SOURCE SEPARATION
190 7.3.1 GENERAL DESCRIPTION OF THE ALGORITHM 190 7.3.2 CHOICE OF A
CONFIDENCE MEASURE 191 7.3.3 PRACTICAL CHOICE OF THE THRESHOLDS 192 7.4
ESTIMATION OF THE EXPANSION COEFFICIENTS 193 7.4.1 MEDIAN FILTER 193
7.4.2 SMOOTHING PRIOR 194 7.4.3 GMM MODELING OF THE AMPLITUDE
COEFFICIENTS 195 7.5 EXPERIMENTAL STUDY 195 7.5.1 EVALUATION CRITERIA
195 7.5.2 EXPERIMENTAL SETUP AND RESULTS 195 7.6 CONCLUSIONS 196
REFERENCES 197 MICROPHONE ARRAYS: FUNDAMENTAL CONCEPTS 199 JACEK P.
DMOCHOWSKI AND JACOB BENESTY 8.1 INTRODUCTION 199 8.2 SIGNAL MODEL 200
8.3 ARRAY MODEL 202 8.4 SIGNAL-TO-NOISE RATIO 203 8.5 ARRAY GAIN 204 8.6
NOISE REJECTION AND DESIRED SIGNAL CANCELLATION 206 8.7 BEAMPATTERN 207
8.7. CONTENTS XIII 8.11 MEAN-SQUARED ERROR 218 8.11.1 WIENER FILTER 220
8.11.2 MINIMUM VARIANCE DISTORTIONLESS RESPONSE 221 8.12 CONCLUSIONS 222
REFERENCES 222 9 THE MVDR BEAMFORMER FOR SPEECH ENHANCEMENT 225 EMANUEL
A. P. HABETS, JACOB BENESTY, SHARON GANNOT, AND ISRAEL COHEN 9.1
INTRODUCTION 226 9.2 PROBLEM FORMULATION 227 9.3 FROM SPEECH DISTORTION
WEIGHTED MULTICHANNEL WIENER FILTER TO MINIMUM VARIANCE DISTORTIONLESS
RESPONSE FILTER . 230 9.3.1 SPEECH DISTORTION WEIGHTED MULTICHANNEL
WIENER FILTER 230 9.3.2 MINIMUM VARIANCE DISTORTIONLESS RESPONSE FILTER
.. 232 9.3.3 DECOMPOSITION OF THE SPEECH DISTORTION WEIGHTED
MULTICHANNEL WIENER FILTER 234 9.3.4 EQUIVALENCE OF MVDR AND MAXIMUM SNR
BEAMFORMER 235 9.4 PERFORMANCE MEASURES 235 9.5 PERFORMANCE ANALYSIS 237
9.5.1 ON THE COMPARISON OF DIFFERENT MVDR BEAMFORMERS237 9.5.2 LOCAL
ANALYZES 239 9.5.3 GLOBAL ANALYZES 241 9.5.4 NON-COHERENT NOISE FIELD
242 9.5.5 COHERENT PLUS NON-COHERENT NOISE FIELD 243 9.6 PERFORMANCE
EVALUATION 244 9.6.1 INFLUENCE OF THE NUMBER OF MICROPHONES 245 9.6.2
INFLUENCE OF THE REVERBERATION TIME 245 9.6.3 INFLUENCE OF THE NOISE
FIELD 247 9.6.4 EXAMPLE USING SPEECH SIGNALS 249 9.7 CONCLUSIONS 251
APPENDIX 251 REFERENCES 253 10 EXTRACTION OF DESIRED SPEECH SIGNALS IN
MULTIPLE-SPEAKER REVERBERAN XIV CONTENTS 10.4 ESTIMATION OF THE
CONSTRAINTS MATRIX 266 10.4.1 INTERFERENCES SUBSPACE ESTIMATION 267
10.4.2 DESIRED SOURCES RTF ESTIMATION 269 10.5 ALGORITHM SUMMARY 270
10.6 EXPERIMENTAL STUDY 271 10.6.1 THE TEST SCENARIO 272 10.6.2
SIMULATED ENVIRONMENT 274 10.6.3 REAL ENVIRONMENT 276 10.7 CONCLUSIONS
277 REFERENCES 278 11 SPHERICAL MICROPHONE ARRAY BEAMFORMING 281 BOAZ
RAFAELY, YOTAM PELED, MORAG AGMON, DIMA KHAYKIN, AND ETAN FISHER 11.1
INTRODUCTION 281 11.2 SPHERICAL ARRAY PROCESSING 282 11.3 REGULAR BEAM
PATTERN 284 11.4 DELAY-AND-SUM BEAM PATTERN 286 11.5 DOLPH-CHEBYSHEV
BEAM PATTERN 288 11.6 OPTIMAL BEAMFORMING 290 11.7 BEAM PATTERN WITH
DESIRED MULTIPLE NULLS 293 11.8 2D BEAM PATTERN AND ITS STEERING 295
11.9 NEAR-FIELD BEAMFORMING 297 11.10 DIRECTION-OF-ARRIVAL ESTIMATION
300 11.11 CONCLUSIONS 303 REFERENCES 303 12 STEERED BEAMFORMING
APPROACHES FOR ACOUSTIC SOURCE LOCALIZATION 307 JACEK P. DMOCHOWSKI AND
JACOB BENESTY 12.1 INTRODUCTION 307 12.2 SIGNAL MODEL 309 12.3 SPATIAL
AND SPATIOTEMPORAL FILTERING 310 12.4 PARAMETERIZED SPATIAL CORRELATION
MATRIX (PSCM) 311 12.5 SOURCE LOCALIZATION USING PARAMETERIZED SPATIAL
CORRELATION 313 12.5.1 STEERED RESPONSE POWER 313 12.5.2 MINIMUM
VARIANCE DISTORTIONLESS RESPONSE 315 12.5. CONTENTS XV INDEX 339
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| indexdate | 2024-07-09T22:37:38Z |
| institution | BVB |
| isbn | 9783642111297 |
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| physical | XVIII, 342 S. Ill., graph. Darst. |
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| series2 | Springer topics in signal processing |
| spelling | Speech processing in modern communication challenges and perspectives Israel Cohen ... (eds.) Berlin [u.a.] Springer 2010 XVIII, 342 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Springer topics in signal processing 3 Sprachverarbeitung (DE-588)4116579-2 gnd rswk-swf Akustische Kommunikation (DE-588)4409921-6 gnd rswk-swf Akustische Signalverarbeitung (DE-588)4283234-2 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Sprachverarbeitung (DE-588)4116579-2 s Akustische Kommunikation (DE-588)4409921-6 s Akustische Signalverarbeitung (DE-588)4283234-2 s DE-604 Kohēn, Yiśrā'ēl (DE-588)141533781 edt Erscheint auch als Online-Ausgabe 978-3-642-11130-3 Springer topics in signal processing 3 (DE-604)BV035421390 3 DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=020215262&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Speech processing in modern communication challenges and perspectives Springer topics in signal processing Sprachverarbeitung (DE-588)4116579-2 gnd Akustische Kommunikation (DE-588)4409921-6 gnd Akustische Signalverarbeitung (DE-588)4283234-2 gnd |
| subject_GND | (DE-588)4116579-2 (DE-588)4409921-6 (DE-588)4283234-2 (DE-588)4143413-4 |
| title | Speech processing in modern communication challenges and perspectives |
| title_auth | Speech processing in modern communication challenges and perspectives |
| title_exact_search | Speech processing in modern communication challenges and perspectives |
| title_full | Speech processing in modern communication challenges and perspectives Israel Cohen ... (eds.) |
| title_fullStr | Speech processing in modern communication challenges and perspectives Israel Cohen ... (eds.) |
| title_full_unstemmed | Speech processing in modern communication challenges and perspectives Israel Cohen ... (eds.) |
| title_short | Speech processing in modern communication |
| title_sort | speech processing in modern communication challenges and perspectives |
| title_sub | challenges and perspectives |
| topic | Sprachverarbeitung (DE-588)4116579-2 gnd Akustische Kommunikation (DE-588)4409921-6 gnd Akustische Signalverarbeitung (DE-588)4283234-2 gnd |
| topic_facet | Sprachverarbeitung Akustische Kommunikation Akustische Signalverarbeitung Aufsatzsammlung |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=020215262&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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