Neutral to anger speech conversion using non-uniform duration modification

Anil Kumar Vuppala, Sudarsana Reddy Kadiri

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

11 Citations (Scopus)

Abstract

In this paper, the non-uniform duration modification is exploited along with other prosody features for neutral speech to anger speech conversion. The non-uniform duration modification method modifies the durations of vowel and pause segments by different modification factors. Vowel segments are modified by factors based on their identities, and pause segments by uniform factors. Consonant and transition segments are not modified. These modification factors are derived from the analysis of neutral and anger speech. For this purpose, a well known Indian database named as the Indian Institute of Technology Kharagpur Simulated Emotion Speech Corpus (IITKGP-SESC) is chosen for analysis of emotions and synthesis of emotions from neutral speech. The prosodie features used in this study for emotion conversion are pitch contour, intensity contour, and duration contour. Subjective listening test results show that the effectiveness of perception of emotion is better in case of non-uniform duration modification than uniform duration modification.

Original languageEnglish
Title of host publication9th International Conference on Industrial and Information Systems, ICIIS 2014
EditorsKarm Veer Arya, Sunil Kumar
PublisherIEEE
ISBN (Electronic)9781479964994
DOIs
Publication statusPublished - 9 Feb 2015
MoE publication typeA4 Conference publication

Publication series

Name9th International Conference on Industrial and Information Systems, ICIIS 2014

Keywords

  • Anger speech
  • Duration contour
  • Emotion conversion
  • Intensity contour
  • Neutral speech
  • Non-uniform duration modification
  • Pitch shift

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