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Speech Time-Frequency Representation : VLSI, Computer Architecture and Digital Signal Processing - Michael D. Riley

Speech Time-Frequency Representation

VLSI, Computer Architecture and Digital Signal Processing

Hardcover Published: 1st April 2002
ISBN: 9780898382983
Number Of Pages: 160

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Riley (AT&T Bell Laboratories) addresses two issues: what joint time-frequency energy representations are most appropriate for auditory signals, in particular, for speech signals in sonorant regions; and how to obtain symbolic description of the phonetically relevant features in these time-frequency

1 Introduction.- 2 The Time-Frequency Energy Representation.- 2.1. The stationary case.- 2.2. The quasi-stationary case.- 2.3. Non-stationarity.- 2.4. Joint time-frequency representations.- 2.5. Design criteria for time-frequency representations.- 2.6. Relations among the design criteria.- 2.7. Satisfying the design criteria.- 2.8. Directional time-frequency transforms.- 2.9. A speech example.- 3 Time-Frequency Filtering.- 3.1. The stationary case.- 3.2. Non-stationary vocal tract.- 3.3. Time-frequency filtering.- 3.4. The stationary case - re-examined.- 3.5. Linearly varying modulation frequency.- 3.6. The quasi-stationary case.- 3.7. Smoothly varying modulation frequency.- 3.8. The vocal tract transfer function.- 3.9. The transmission channel.- 3.10. The excitation.- 4 The Schematic Spectrogram.- 4.1. Rationale.- 4.2. Spectral Peaks.- 4.3. Time-frequency ridges - non-directional kernel.- 4.4. Time-frequency ridges - directional kernel.- 4.5. Signal detection and ridge identification.- 4.6. Continuity and grouping.- 4.7. A perspective.- 5 A Catalog of Examples.- 5.1. Some general examples.- 5.2. Liquids and glides.- 5.3. Nasalized vowels.- 5.4. Consonant-vowel transitions.- 5.5. Female speech.- 5.6. Transmission channel effects.- References.

ISBN: 9780898382983
ISBN-10: 089838298X
Series: VLSI, Computer Architecture and Digital Signal Processing
Audience: General
Format: Hardcover
Language: English
Number Of Pages: 160
Published: 1st April 2002
Publisher: SPRINGER VERLAG GMBH
Country of Publication: US
Dimensions (cm): 24.23 x 16.41  x 1.73
Weight (kg): 0.45

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