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商品詳細
Personality in Speech: Assessment and Automatic Classification. 2015 ed.
・ISBN 978-3-319-09515-8 hard EUR 99.99
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お気に入り
★★★
| 著者・編者 | Polzehl, Tim, |
|---|---|
| シリーズ | (T-Labs Series in Telecommunication Services) |
| 出版社 | (Springer International Publishing AG, SZ) |
| 出版年月 | 2014 |
| ページ数 | 176 pp. |
| 言語 | ENG |
| ニュース番号 | ＜A05-42979＞ |
解説
This work combines interdisciplinary knowledge and experience from research fields of psychology, linguistics, audio-processing, machine learning, and computer science. The work systematically explores a novel research topic devoted to automated modeling of personality expression from speech. For this aim, it introduces a novel personality assessment questionnaire and presents the results of extensive labeling sessions to annotate the speech data with personality assessments. It provides estimates of the Big 5 personality traits, i.e. openness, conscientiousness, extroversion, agreeableness, and
neuroticism. Based on a database built on the questionnaire, the book presents models to tell apart different personality types or classes from speech automatically.
neuroticism. Based on a database built on the questionnaire, the book presents models to tell apart different personality types or classes from speech automatically.