Matches in SemOpenAlex for { <https://semopenalex.org/work/W2150653833> ?p ?o ?g. }
Showing items 1 to 98 of
98
with 100 items per page.
- W2150653833 abstract "In this paper, we consider both speaker dependent and listener dependent aspects in the assessment of emotions in speech. We model the speaker dependencies in emotional speech production by two parameters which describe the individual’s emotional expression behavior. Similarly, we model the listener’s emotion perception behavior by a simple parametric model. These models form a basis for improving current automatic emotion recognition schemes such as, for example, for manmachine interaction applications. For this task, an emotional speech database of the four emotion categories angry, happy, neutral, and sad was evaluated by 18 human listeners. For each of the 680 sentences, the evaluators rated the values of three emotion primitives, valence, activation, and dominance, each on a 5-point scale. The assessment results were used to calculate the distributions (centroids, covariances) of the emotion classes in the space spanned by the three emotion primitives. The individual classes formed separable clusters in the emotion space. Based on these results, we analyzed the variations of the emotion clusters as a function of speaker and listener. Across different speakers, we found that the main difference in the emotional speech was the position of the neutral cluster and the scaling of the emotions in the emotion primitives space. To capture this effect, we introduced the speaker-dependent parameters Emotion Expression Bias and Emotion Expression Amplification within this model representation and showed that the original class centroids could be reconstructed fairly accurately. From the perception viewpoint, we found that the listeners’ ratings of emotional speech could be described as a realization of a normally distributed random variable. Based on this result, we propose the correlation with the mean value of the ratings to be the listener-dependent parameter, which could be in turn incorporated within the model training for automatic recognition." @default.
- W2150653833 created "2016-06-24" @default.
- W2150653833 creator A5010028928 @default.
- W2150653833 creator A5079593633 @default.
- W2150653833 creator A5091747480 @default.
- W2150653833 date "2006-01-01" @default.
- W2150653833 modified "2023-09-27" @default.
- W2150653833 title "Modeling Emotion Expression and Perception Behavior in Auditive Emotion Evaluation" @default.
- W2150653833 cites W143173166 @default.
- W2150653833 cites W1923034539 @default.
- W2150653833 cites W2102953093 @default.
- W2150653833 cites W2115072186 @default.
- W2150653833 cites W2124737236 @default.
- W2150653833 cites W2130427639 @default.
- W2150653833 cites W2339343773 @default.
- W2150653833 cites W3200679486 @default.
- W2150653833 cites W37958409 @default.
- W2150653833 cites W590001944 @default.
- W2150653833 hasPublicationYear "2006" @default.
- W2150653833 type Work @default.
- W2150653833 sameAs 2150653833 @default.
- W2150653833 citedByCount "2" @default.
- W2150653833 countsByYear W21506538332018 @default.
- W2150653833 crossrefType "journal-article" @default.
- W2150653833 hasAuthorship W2150653833A5010028928 @default.
- W2150653833 hasAuthorship W2150653833A5079593633 @default.
- W2150653833 hasAuthorship W2150653833A5091747480 @default.
- W2150653833 hasConcept C119857082 @default.
- W2150653833 hasConcept C121332964 @default.
- W2150653833 hasConcept C143110190 @default.
- W2150653833 hasConcept C146599234 @default.
- W2150653833 hasConcept C154945302 @default.
- W2150653833 hasConcept C15744967 @default.
- W2150653833 hasConcept C168900304 @default.
- W2150653833 hasConcept C169760540 @default.
- W2150653833 hasConcept C180747234 @default.
- W2150653833 hasConcept C195704467 @default.
- W2150653833 hasConcept C199360897 @default.
- W2150653833 hasConcept C206310091 @default.
- W2150653833 hasConcept C26760741 @default.
- W2150653833 hasConcept C2776141551 @default.
- W2150653833 hasConcept C28490314 @default.
- W2150653833 hasConcept C36951298 @default.
- W2150653833 hasConcept C41008148 @default.
- W2150653833 hasConcept C46312422 @default.
- W2150653833 hasConcept C62520636 @default.
- W2150653833 hasConcept C77805123 @default.
- W2150653833 hasConcept C90559484 @default.
- W2150653833 hasConcept C91682802 @default.
- W2150653833 hasConceptScore W2150653833C119857082 @default.
- W2150653833 hasConceptScore W2150653833C121332964 @default.
- W2150653833 hasConceptScore W2150653833C143110190 @default.
- W2150653833 hasConceptScore W2150653833C146599234 @default.
- W2150653833 hasConceptScore W2150653833C154945302 @default.
- W2150653833 hasConceptScore W2150653833C15744967 @default.
- W2150653833 hasConceptScore W2150653833C168900304 @default.
- W2150653833 hasConceptScore W2150653833C169760540 @default.
- W2150653833 hasConceptScore W2150653833C180747234 @default.
- W2150653833 hasConceptScore W2150653833C195704467 @default.
- W2150653833 hasConceptScore W2150653833C199360897 @default.
- W2150653833 hasConceptScore W2150653833C206310091 @default.
- W2150653833 hasConceptScore W2150653833C26760741 @default.
- W2150653833 hasConceptScore W2150653833C2776141551 @default.
- W2150653833 hasConceptScore W2150653833C28490314 @default.
- W2150653833 hasConceptScore W2150653833C36951298 @default.
- W2150653833 hasConceptScore W2150653833C41008148 @default.
- W2150653833 hasConceptScore W2150653833C46312422 @default.
- W2150653833 hasConceptScore W2150653833C62520636 @default.
- W2150653833 hasConceptScore W2150653833C77805123 @default.
- W2150653833 hasConceptScore W2150653833C90559484 @default.
- W2150653833 hasConceptScore W2150653833C91682802 @default.
- W2150653833 hasLocation W21506538331 @default.
- W2150653833 hasOpenAccess W2150653833 @default.
- W2150653833 hasPrimaryLocation W21506538331 @default.
- W2150653833 hasRelatedWork W1537908555 @default.
- W2150653833 hasRelatedWork W2080289724 @default.
- W2150653833 hasRelatedWork W2120520479 @default.
- W2150653833 hasRelatedWork W2141517887 @default.
- W2150653833 hasRelatedWork W2151942619 @default.
- W2150653833 hasRelatedWork W2158630797 @default.
- W2150653833 hasRelatedWork W2160849822 @default.
- W2150653833 hasRelatedWork W2208640984 @default.
- W2150653833 hasRelatedWork W2377909168 @default.
- W2150653833 hasRelatedWork W2386075208 @default.
- W2150653833 hasRelatedWork W2392624341 @default.
- W2150653833 hasRelatedWork W2546702061 @default.
- W2150653833 hasRelatedWork W3007386245 @default.
- W2150653833 hasRelatedWork W3092284047 @default.
- W2150653833 hasRelatedWork W3153221018 @default.
- W2150653833 hasRelatedWork W3161905931 @default.
- W2150653833 hasRelatedWork W2300734811 @default.
- W2150653833 hasRelatedWork W2926290936 @default.
- W2150653833 hasRelatedWork W2928189079 @default.
- W2150653833 hasRelatedWork W2961419831 @default.
- W2150653833 isParatext "false" @default.
- W2150653833 isRetracted "false" @default.
- W2150653833 magId "2150653833" @default.
- W2150653833 workType "article" @default.