Optimization techniques for speech emotion recognition

 
9783843368025: Optimization techniques for speech emotion recognition

The aim of a speech emotion recognizer is to produce an estimate of the emotional state of the speaker given a speech fragment as an input. In other words we seek a solution for the tricky problem: given a speech fragment how to know what the speaker is feeling, even if she did not intend us to know that. How would it be possible to construct such recognizers? Intuitively, when emotion is experienced, there are physiological changes, for example faster heart rate or higher blood pressure. Some of these physiological changes affect speech production organs and they are in a state different from normal, therefore the speech signal comes out of the mouth distorted as compared to emotionally neutral. Different emotions trigger different physiological changes. Thus, we can record speech in different emotional states, measure acoustic parameters of the wave, form feature vectors from these measurements, divide our data set into the training and the test sets. Train the classifier, say, the decision tree, on the train set and see how well it can predict on the test set.

"synopsis" may belong to another edition of this title.

About the Author:

Julia Sidorova received her master diploma from Moscow State University in 2002 and her PhD from Universitat Pompeu Fabra, Spain in 2009.

"About this title" may belong to another edition of this title.

Buy New View Book
List Price: US$ 68.00
US$ 53.25

Convert Currency

Shipping: US$ 5.28
From Germany to U.S.A.

Destination, Rates & Speeds

Add to Basket

Top Search Results from the AbeBooks Marketplace

1.

Sidorova, Yulia
Published by LAP Lambert Academic Publishing (2010)
ISBN 10: 3843368023 ISBN 13: 9783843368025
New Softcover Quantity Available: 5
Print on Demand
Seller
Rating
[?]

Book Description LAP Lambert Academic Publishing, 2010. Book Condition: New. This item is printed on demand for shipment within 3 working days. Bookseller Inventory # KP9783843368025

More Information About This Seller | Ask Bookseller a Question

Buy New
US$ 53.25
Convert Currency

Add to Basket

Shipping: US$ 5.28
From Germany to U.S.A.
Destination, Rates & Speeds

2.

Sidorova, Yulia
Published by LAP Lambert Academic Publishing (2010)
ISBN 10: 3843368023 ISBN 13: 9783843368025
New Quantity Available: > 20
Print on Demand
Seller
Books2Anywhere
(Fairford, GLOS, United Kingdom)
Rating
[?]

Book Description LAP Lambert Academic Publishing, 2010. PAP. Book Condition: New. New Book. Delivered from our UK warehouse in 3 to 5 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Bookseller Inventory # LQ-9783843368025

More Information About This Seller | Ask Bookseller a Question

Buy New
US$ 52.94
Convert Currency

Add to Basket

Shipping: US$ 11.21
From United Kingdom to U.S.A.
Destination, Rates & Speeds

3.

Sidorova, Yulia
Published by LAP Lambert Academic Publishing (2016)
ISBN 10: 3843368023 ISBN 13: 9783843368025
New Paperback Quantity Available: 1
Print on Demand
Seller
Ria Christie Collections
(Uxbridge, United Kingdom)
Rating
[?]

Book Description LAP Lambert Academic Publishing, 2016. Paperback. Book Condition: New. PRINT ON DEMAND Book; New; Publication Year 2016; Not Signed; Fast Shipping from the UK. No. book. Bookseller Inventory # ria9783843368025_lsuk

More Information About This Seller | Ask Bookseller a Question

Buy New
US$ 61.77
Convert Currency

Add to Basket

Shipping: US$ 4.16
From United Kingdom to U.S.A.
Destination, Rates & Speeds

4.

Sidorova, Yulia
Published by LAP Lambert Academic Publishing (2010)
ISBN 10: 3843368023 ISBN 13: 9783843368025
New Quantity Available: > 20
Print on Demand
Seller
PBShop
(Wood Dale, IL, U.S.A.)
Rating
[?]

Book Description LAP Lambert Academic Publishing, 2010. PAP. Book Condition: New. New Book. Shipped from US within 10 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Bookseller Inventory # IQ-9783843368025

More Information About This Seller | Ask Bookseller a Question

Buy New
US$ 65.08
Convert Currency

Add to Basket

Shipping: US$ 3.99
Within U.S.A.
Destination, Rates & Speeds

5.

Sidorova, Yulia
Published by LAP Lambert Academic Publishing, Germany (2010)
ISBN 10: 3843368023 ISBN 13: 9783843368025
New Paperback Quantity Available: > 20
Print on Demand
Seller
The Book Depository EURO
(London, United Kingdom)
Rating
[?]

Book Description LAP Lambert Academic Publishing, Germany, 2010. Paperback. Book Condition: New. 220 x 150 mm. Language: English . Brand New Book ***** Print on Demand *****.The aim of a speech emotion recognizer is to produce an estimate of the emotional state of the speaker given a speech fragment as an input. In other words we seek a solution for the tricky problem: given a speech fragment how to know what the speaker is feeling, even if she did not intend us to know that. How would it be possible to construct such recognizers? Intuitively, when emotion is experienced, there are physiological changes, for example faster heart rate or higher blood pressure. Some of these physiological changes affect speech production organs and they are in a state different from normal, therefore the speech signal comes out of the mouth distorted as compared to emotionally neutral. Different emotions trigger different physiological changes. Thus, we can record speech in different emotional states, measure acoustic parameters of the wave, form feature vectors from these measurements, divide our data set into the training and the test sets. Train the classifier, say, the decision tree, on the train set and see how well it can predict on the test set. Bookseller Inventory # AAV9783843368025

More Information About This Seller | Ask Bookseller a Question

Buy New
US$ 88.02
Convert Currency

Add to Basket

Shipping: US$ 3.74
From United Kingdom to U.S.A.
Destination, Rates & Speeds

6.

Sidorova, Yulia
Published by LAP LAMBERT Academic Publishing (2010)
ISBN 10: 3843368023 ISBN 13: 9783843368025
New Paperback Quantity Available: 1
Seller
Irish Booksellers
(Rumford, ME, U.S.A.)
Rating
[?]

Book Description LAP LAMBERT Academic Publishing, 2010. Paperback. Book Condition: New. book. Bookseller Inventory # 3843368023

More Information About This Seller | Ask Bookseller a Question

Buy New
US$ 108.00
Convert Currency

Add to Basket

Shipping: FREE
Within U.S.A.
Destination, Rates & Speeds

7.

Sidorova, Yulia
Published by LAP LAMBERT Academic Publishing
ISBN 10: 3843368023 ISBN 13: 9783843368025
New Paperback Quantity Available: 20
Seller
BuySomeBooks
(Las Vegas, NV, U.S.A.)
Rating
[?]

Book Description LAP LAMBERT Academic Publishing. Paperback. Book Condition: New. Paperback. 112 pages. Dimensions: 8.7in. x 5.9in. x 0.3in.The aim of a speech emotion recognizer is to produce an estimate of the emotional state of the speaker given a speech fragment as an input. In other words we seek a solution for the tricky problem: given a speech fragment how to know what the speaker is feeling, even if she did not intend us to know that. How would it be possible to construct such recognizers Intuitively, when emotion is experienced, there are physiological changes, for example faster heart rate or higher blood pressure. Some of these physiological changes affect speech production organs and they are in a state different from normal, therefore the speech signal comes out of the mouth distorted as compared to emotionally neutral. Different emotions trigger different physiological changes. Thus, we can record speech in different emotional states, measure acoustic parameters of the wave, form feature vectors from these measurements, divide our data set into the training and the test sets. Train the classifier, say, the decision tree, on the train set and see how well it can predict on the test set. This item ships from multiple locations. Your book may arrive from Roseburg,OR, La Vergne,TN. Paperback. Bookseller Inventory # 9783843368025

More Information About This Seller | Ask Bookseller a Question

Buy New
US$ 105.99
Convert Currency

Add to Basket

Shipping: US$ 3.95
Within U.S.A.
Destination, Rates & Speeds