Matches in ScholarlyData for { <https://w3id.org/scholarlydata/inproceedings/lrec2008/papers/336> ?p ?o. }
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- 336 creator friedhelm-schwenker.
- 336 creator guenther-palm.
- 336 creator hansjoerg-hofmann.
- 336 creator malte-lampmann.
- 336 creator martin-pfeil.
- 336 creator stefan-scherer.
- 336 creator steffen-rhinow.
- 336 type InProceedings.
- 336 label "Emotion Recognition from Speech: Stress Experiment".
- 336 sameAs 336.
- 336 abstract "The goal of this work is to introduce an architecture to automatically detect the amount of stress in the speech signal close to real time. For this an experimental setup to record speech rich in vocabulary and containing different stress levels is presented. Additionally, an experiment explaining the labeling process with a thorough analysis of the labeled data is presented. Fifteen subjects were asked to play an air controller simulation that gradually induced more stress by becoming more difficult to control. During this game the subjects were asked to answer questions, which were then labeled by a different set of subjects in order to receive a subjective target value for each of the answers. A recurrent neural network was used to measure the amount of stress contained in the utterances after training. The neural network estimated the amount of stress at a frequency of 25 Hz and outperformed the human baseline.".
- 336 hasAuthorList authorList.
- 336 hasTopic Linguistics.
- 336 isPartOf proceedings.
- 336 keyword "Emotions".
- 336 keyword "Speech recognition and understanding".
- 336 keyword "Speech resource/database".
- 336 title "Emotion Recognition from Speech: Stress Experiment".