Phonetic analysis of speech corpora:
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Malden, MA [u.a.]
Wiley-Blackwell
2010
|
| Edition: | 1. publ. |
| Subjects: | |
| Online Access: | Klappentext Inhaltsverzeichnis |
| Physical Description: | XX, 403 S. Ill., graph. Darst. |
| ISBN: | 1405141697 9781405141697 9781405199575 |
Staff View
MARC
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Record in the Search Index
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| adam_text |
Phonetic Analysis of Speech Corpora introduces methods of analyzing phonetically labeled
speech corpora, with the goal of testing hypotheses that often arise in experimental
phonetics and laboratory phonology. The book begins by discussing some of the techniques
in digital speech processing and in structuring and querying annotations from speech
corpora. The second half of the book focuses on analysis, including measuring gestural
synchronization using electromagnetic articulometry
(EMA),
the acoustics of vowels,
consonant overlap using electropalatography (EPG), spectral analysis of fricatives and
obstruents, and the probabilistic classification of acoustic speech data.
Each chapter has an extensive set of exercises, with answers to reinforce the techniques
introduced. An overview of the necessary software tools, including the
R
programming
language, enables the reader to duplicate the stages of analysis computationally. Clearly
laid out, with
еаѕуЧо
-follow
computer commands, spectrograms of speech corpora, and a
companion website with more illustrations and downloadable speech corpora for testing
purposes, this book is a complete resource for the research increasingly conducted in
phonetics.
Jonathan Harrington is Professor of the Institute of Phonetics and Speech Processing
(IPS),
Ludwig
Maximilian University of Munich, Germany. His recent research has
primarily focused on modeling the acoustic and perceptual mechanisms of sound change.
He is co'editor
οι
Speech Production: Models, Phonetic Processes, and Techniques (with
Marija
Tabain,
2006)
and Techniques in Speech Acoustics (with Steve Cassidy,
1999).
Contents
Relationship between Machine Readable (MRPA) and International
Phonetic Alphabet
(IPA)
for Australian English
Relationship between Machine Readable (MRPA) and International
Phonetic Alphabet
(IPA)
for German
Downloadable Speech Databases Used in this Book
Preface
Notes on Downloading Software
Chapter
1
Using Speech Corpora in Phonetics Research
1.1
The Place of Corpora in the Phonetic Analysis of Speech
1.2
Existing Speech Corpora for Phonetic Analysis
1.3
Designing Your Own Corpus
1.4
Summary and Structure of the Book
Chapter
2
Some Tools for Building and Querying Annotated
Speech Databases
2.1
Overview
2.2
Getting Started with Existing Speech Databases
2.3
Interface between
Praat
and Emu
2.4
Interface to
R
2.5
Creating a New Speech Database: From
Praat
to Emu to
R
2.6
A First Look at the Template File
2.7
Summary
2.8
Questions
Chapter
3
Applying Routines for Speech Signal Processing
3.1
Introduction
3.2
Calculating, Displaying, and Correcting
Formants
3.3
Reading the
Formants
into
R
3.4
Summary
58
3.5
Questions
59
3.6
Answers
69
Chapter
4
Querying Annotation Structures
72
4.1
The Emu Query Tool, Segment Tiers, and Event Tiers
72
4.2
Extending the Range of Queries: Annotations from the Same Tier
74
4.3
Inter-tier Links and Queries
77
4.4
Entering Structured Annotations with Emu
82
4.5
Conversion of a Structured Annotation to
a
Praat TextGrid
86
4.6
Graphical User Interface to the Emu Query Language
88
4.7
Re-querying Segment Lists
90
4.8
Building Annotation Structures Semi-automatically with Emu-Tel
91
4.9
Branching Paths
97
4.10
Summary
101
4.11
Questions
103
4.12
Answers
108
Chapter
5
An Introduction to Speech Data Analysis in R: A Study of
an
EMA
Database
115
5.1
EMA
Recordings and the
ema
5
Database
116
5.2
Handling Segment Lists and Vectors in Emu-R
121
5.3
An Analysis of Voice-Onset Time
125
5.4
Intergestural Coordination and Ensemble Plots
132
5.5
Intragestural Analysis
139
5.6
Summary
159
5.7
Questions
161
5.8
Answers
164
Chapter
6
Analysis of
Formants
and
Formant
Transitions
171
6.1
Vowel Ellipses in the F2
χ
Fl
Plane
172
6.2
Outliers
177
6.3
Vowel Targets
179
6.4
Vowel Normalization
183
6.5
Euclidean Distances
190
6.6
Vowel Undershoot and
Formant
Smoothing
198
6.7
F2 Locus, Place of Articulation, and Variability
206
6.8
Questions
213
6.9
Answers
216
Chapter
7
Electropalatography
220
7.1
Palatography and Electropalatography
220
7.2
An Overview of Electropalatography in Emu-R
222
7.3
EPG Data-Reduced Objects
234
7.4
Analysis of EPG Data
248
7.5
Summary
258
7.6
Questions
259
7.7
Answers
260
Chapter
8
Spectral Analysis
264
8.1
Background to Spectral Analysis
264
8.2
Spectral Average, Sum, Ratio, Difference, Slope
288
8.3
Spectral Moments
297
8.4
The Discrete Cosine Transformation
304
8.5
Questions
316
8.6
Answers
320
Chapter
9
Classification
327
9.1
Probability and
Bayes'
Theorem
327
9.2
Classification: Continuous Data
330
9.3
Calculating Conditional Probabilities
336
9.4
Calculating Posterior Probabilities
338
9.5
Two Parameters: The Bivariate Normal Distribution and Ellipses
342
9.6
Classification in Two Dimensions
347
9.7
Classifications in Higher Dimensional Spaces
352
9.8
Classifications in Time
359
9.9
Support Vector Machines
366
9.10
Summary
373
9.11
Questions
374
9.12
Answers
377
References
381
Index
394 |
| adam_txt |
Phonetic Analysis of Speech Corpora introduces methods of analyzing phonetically labeled
speech corpora, with the goal of testing hypotheses that often arise in experimental
phonetics and laboratory phonology. The book begins by discussing some of the techniques
in digital speech processing and in structuring and querying annotations from speech
corpora. The second half of the book focuses on analysis, including measuring gestural
synchronization using electromagnetic articulometry
(EMA),
the acoustics of vowels,
consonant overlap using electropalatography (EPG), spectral analysis of fricatives and
obstruents, and the probabilistic classification of acoustic speech data.
Each chapter has an extensive set of exercises, with answers to reinforce the techniques
introduced. An overview of the necessary software tools, including the
R
programming
language, enables the reader to duplicate the stages of analysis computationally. Clearly
laid out, with
еаѕуЧо
-follow
computer commands, spectrograms of speech corpora, and a
companion website with more illustrations and downloadable speech corpora for testing
purposes, this book is a complete resource for the research increasingly conducted in
phonetics.
Jonathan Harrington is Professor of the Institute of Phonetics and Speech Processing
(IPS),
Ludwig
Maximilian University of Munich, Germany. His recent research has
primarily focused on modeling the acoustic and perceptual mechanisms of sound change.
He is co'editor
οι
Speech Production: Models, Phonetic Processes, and Techniques (with
Marija
Tabain,
2006)
and Techniques in Speech Acoustics (with Steve Cassidy,
1999).
Contents
Relationship between Machine Readable (MRPA) and International
Phonetic Alphabet
(IPA)
for Australian English
Relationship between Machine Readable (MRPA) and International
Phonetic Alphabet
(IPA)
for German
Downloadable Speech Databases Used in this Book
Preface
Notes on Downloading Software
Chapter
1
Using Speech Corpora in Phonetics Research
1.1
The Place of Corpora in the Phonetic Analysis of Speech
1.2
Existing Speech Corpora for Phonetic Analysis
1.3
Designing Your Own Corpus
1.4
Summary and Structure of the Book
Chapter
2
Some Tools for Building and Querying Annotated
Speech Databases
2.1
Overview
2.2
Getting Started with Existing Speech Databases
2.3
Interface between
Praat
and Emu
2.4
Interface to
R
2.5
Creating a New Speech Database: From
Praat
to Emu to
R
2.6
A First Look at the Template File
2.7
Summary
2.8
Questions
Chapter
3
Applying Routines for Speech Signal Processing
3.1
Introduction
3.2
Calculating, Displaying, and Correcting
Formants
3.3
Reading the
Formants
into
R
3.4
Summary
58
3.5
Questions
59
3.6
Answers
69
Chapter
4
Querying Annotation Structures
72
4.1
The Emu Query Tool, Segment Tiers, and Event Tiers
72
4.2
Extending the Range of Queries: Annotations from the Same Tier
74
4.3
Inter-tier Links and Queries
77
4.4
Entering Structured Annotations with Emu
82
4.5
Conversion of a Structured Annotation to
a
Praat TextGrid
86
4.6
Graphical User Interface to the Emu Query Language
88
4.7
Re-querying Segment Lists
90
4.8
Building Annotation Structures Semi-automatically with Emu-Tel
91
4.9
Branching Paths
97
4.10
Summary
101
4.11
Questions
103
4.12
Answers
108
Chapter
5
An Introduction to Speech Data Analysis in R: A Study of
an
EMA
Database
115
5.1
EMA
Recordings and the
ema
5
Database
116
5.2
Handling Segment Lists and Vectors in Emu-R
121
5.3
An Analysis of Voice-Onset Time
125
5.4
Intergestural Coordination and Ensemble Plots
132
5.5
Intragestural Analysis
139
5.6
Summary
159
5.7
Questions
161
5.8
Answers
164
Chapter
6
Analysis of
Formants
and
Formant
Transitions
171
6.1
Vowel Ellipses in the F2
χ
Fl
Plane
172
6.2
Outliers
177
6.3
Vowel Targets
179
6.4
Vowel Normalization
183
6.5
Euclidean Distances
190
6.6
Vowel Undershoot and
Formant
Smoothing
198
6.7
F2 Locus, Place of Articulation, and Variability
206
6.8
Questions
213
6.9
Answers
216
Chapter
7
Electropalatography
220
7.1
Palatography and Electropalatography
220
7.2
An Overview of Electropalatography in Emu-R
222
7.3
EPG Data-Reduced Objects
234
7.4
Analysis of EPG Data
248
7.5
Summary
258
7.6
Questions
259
7.7
Answers
260
Chapter
8
Spectral Analysis
264
8.1
Background to Spectral Analysis
264
8.2
Spectral Average, Sum, Ratio, Difference, Slope
288
8.3
Spectral Moments
297
8.4
The Discrete Cosine Transformation
304
8.5
Questions
316
8.6
Answers
320
Chapter
9
Classification
327
9.1
Probability and
Bayes'
Theorem
327
9.2
Classification: Continuous Data
330
9.3
Calculating Conditional Probabilities
336
9.4
Calculating Posterior Probabilities
338
9.5
Two Parameters: The Bivariate Normal Distribution and Ellipses
342
9.6
Classification in Two Dimensions
347
9.7
Classifications in Higher Dimensional Spaces
352
9.8
Classifications in Time
359
9.9
Support Vector Machines
366
9.10
Summary
373
9.11
Questions
374
9.12
Answers
377
References
381
Index
394 |
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| id | DE-604.BV022520494 |
| illustrated | Illustrated |
| index_date | 2024-07-02T18:03:08Z |
| indexdate | 2024-08-21T00:47:40Z |
| institution | BVB |
| isbn | 1405141697 9781405141697 9781405199575 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-015727236 |
| oclc_num | 123375074 |
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| physical | XX, 403 S. Ill., graph. Darst. |
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| publisher | Wiley-Blackwell |
| record_format | marc |
| spelling | Harrington, Jonathan 1958- Verfasser (DE-588)141089857 aut Phonetic analysis of speech corpora Jonathan Harrington 1. publ. Malden, MA [u.a.] Wiley-Blackwell 2010 XX, 403 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Speech processing systems Phonetics Speech / Research Akustische Phonetik (DE-588)4141782-3 gnd rswk-swf Korpus Linguistik (DE-588)4165338-5 gnd rswk-swf Korpus Linguistik (DE-588)4165338-5 s Akustische Phonetik (DE-588)4141782-3 s DE-604 Digitalisierung UB Regensburg application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=015727236&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Klappentext Digitalisierung UB Passau application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=015727236&sequence=000004&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Harrington, Jonathan 1958- Phonetic analysis of speech corpora Speech processing systems Phonetics Speech / Research Akustische Phonetik (DE-588)4141782-3 gnd Korpus Linguistik (DE-588)4165338-5 gnd |
| subject_GND | (DE-588)4141782-3 (DE-588)4165338-5 |
| title | Phonetic analysis of speech corpora |
| title_auth | Phonetic analysis of speech corpora |
| title_exact_search | Phonetic analysis of speech corpora |
| title_exact_search_txtP | Phonetic analysis of speech corpora |
| title_full | Phonetic analysis of speech corpora Jonathan Harrington |
| title_fullStr | Phonetic analysis of speech corpora Jonathan Harrington |
| title_full_unstemmed | Phonetic analysis of speech corpora Jonathan Harrington |
| title_short | Phonetic analysis of speech corpora |
| title_sort | phonetic analysis of speech corpora |
| topic | Speech processing systems Phonetics Speech / Research Akustische Phonetik (DE-588)4141782-3 gnd Korpus Linguistik (DE-588)4165338-5 gnd |
| topic_facet | Speech processing systems Phonetics Speech / Research Akustische Phonetik Korpus Linguistik |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=015727236&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=015727236&sequence=000004&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT harringtonjonathan phoneticanalysisofspeechcorpora |