Introduction to digital speech processing:
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Delft
NOW
2007
|
| Schriftenreihe: | Foundations and trends in signal processing
1,1/2 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | IX, 200 S. graph. Darst. |
| ISBN: | 9781601980700 |
Internformat
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Datensatz im Suchindex
| _version_ | 1804141229219250176 |
|---|---|
| adam_text | Titel: Introduction to digital speech processing
Autor: Rabiner, Lawrence R
Jahr: 2007
Contents
1 Introduction 1
1.1 The Speech Chain 2
1.2 Applications of Digital Speech Processing 7
1.3 Our Goal for this Text 14
2 The Speech Signal 17
2.1 Phonetic Representation of Speech 17
2.2 Models for Speech Production 19
2.3 More Refined Models 23
3 Hearing and Auditory Perception 25
3.1 The Human Ear 25
3.2 Perception of Loudness 27
3.3 Critical Bands 28
3.4 Pitch Perception 29
3.5 Auditory Masking 31
3.6 Complete Model of Auditory Processing 32
4 Short-Time Analysis of Speech 33
4.1 Short-Time Energy and Zero-Crossing Rate 37
4.2 Short-Time Autocorrelation Function (STACF) 40
4.3 Short-Time Fourier Transform (STFT) 42
4.4 Sampling the STFT in Time and Frequency 44
ix
4.5 The Speech Spectrogram 46
4.6 Relation of STFT to STACF 49
4.7 Short-Time Fourier Synthesis 51
4.8 Short-Time Analysis is Fundamental to our Thinking 53
5 Homomorphic Speech Analysis 55
5.1 Definition of the Cepstrum and Complex Cepstrum 55
5.2 The Short-Time Cepstrum 58
5.3 Computation of the Cepstrum 58
5.4 Short-Time Homomorphic Filtering of Speech 63
5.5 Application to Pitch Detection 65
5.6 Applications to Pattern Recognition 67
5.7 The Role of the Cepstrum 72
6 Linear Predictive Analysis 75
6.1 Linear Prediction and the Speech Model 75
6.2 Computing the Prediction Coefficients 79
6.3 The Levinson- Durbin Recursion 84
6.4 LPC Spectrum 87
6.5 Equivalent Representations 91
6.6 The Role of Linear Prediction 96
7 Digital Speech Coding 97
7.1 Sampling and Quantization of Speech (PCM) 97
7.2 Digital Speech Coding 105
7.3 Closed-Loop Coders 108
7.4 Open-Loop Coders 127
7.5 Frequency-Domain Coders 134
7.6 Evaluation of Coders 136
8 Text-to-Speech Synthesis Methods 139
8.1 Text Analysis
8.2 Evolution of Speech Synthesis Systems
140
145
8.3 Unit Selection Methods
8.4 TTS Applications
8.5 TTS Future Needs
152
159
160
9 Automatic Speech Recognition (ASR) 163
9.1 The Problem of Automatic Speech Recognition 163
9.2 Building a Speech Recognition System 165
9.3 The Decision Processes in ASR 168
9.4 Representative Recognition Performance 181
9.5 Challenges in ASR Technology 183
Conclusion 185
Acknowledgments 187
References 189
Supplemental References
197
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| indexdate | 2024-07-09T22:12:33Z |
| institution | BVB |
| isbn | 9781601980700 |
| language | English |
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| series | Foundations and trends in signal processing |
| series2 | Foundations and trends in signal processing |
| spelling | Rabiner, Lawrence R. 1943- Verfasser (DE-588)138833737 aut Introduction to digital speech processing Lawrence R. Rabiner ; Ronald W. Schafer Delft NOW 2007 IX, 200 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Foundations and trends in signal processing 1,1/2 Sprachverarbeitung (DE-588)4116579-2 gnd rswk-swf Sprachverarbeitung (DE-588)4116579-2 s DE-604 Schafer, Ronald W. 1938- Verfasser (DE-588)137466692 aut Foundations and trends in signal processing 1,1/2 (DE-604)BV035213228 1,1 HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=019011861&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Rabiner, Lawrence R. 1943- Schafer, Ronald W. 1938- Introduction to digital speech processing Foundations and trends in signal processing Sprachverarbeitung (DE-588)4116579-2 gnd |
| subject_GND | (DE-588)4116579-2 |
| title | Introduction to digital speech processing |
| title_auth | Introduction to digital speech processing |
| title_exact_search | Introduction to digital speech processing |
| title_full | Introduction to digital speech processing Lawrence R. Rabiner ; Ronald W. Schafer |
| title_fullStr | Introduction to digital speech processing Lawrence R. Rabiner ; Ronald W. Schafer |
| title_full_unstemmed | Introduction to digital speech processing Lawrence R. Rabiner ; Ronald W. Schafer |
| title_short | Introduction to digital speech processing |
| title_sort | introduction to digital speech processing |
| topic | Sprachverarbeitung (DE-588)4116579-2 gnd |
| topic_facet | Sprachverarbeitung |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=019011861&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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