Voice Disguise in Automatic Speaker Recognition

Author:

FarrÚs Mireia1ORCID

Affiliation:

1. Universitat Pompeu Fabra, Catalonia

Abstract

Humans are able to identify other people’s voices even in voice disguise conditions. However, we are not immune to all voice changes when trying to identify people from voice. Likewise, automatic speaker recognition systems can also be deceived by voice imitation and other types of disguise. Taking into account the voice disguise classification into the combination of two different categories (deliberate/non-deliberate and electronic/non-electronic), this survey provides a literature review on the influence of voice disguise in the automatic speaker recognition task and the robustness of these systems to such voice changes. Additionally, the survey addresses existing applications dealing with voice disguise and analyzes some issues for future research.

Funder

Spanish Ministry of Economy through the Ramón y Cajal programme.

Publisher

Association for Computing Machinery (ACM)

Subject

General Computer Science,Theoretical Computer Science

Reference128 articles.

1. Auditory discrimination of natural speech and synthetic speech used as voice disguise

2. Automatic Speaker Recognition Based on Pitch Contours

3. Jacob Benesty Shoji Makino and Jingdong Chen (Eds.). 2005. Speech Enhancement. Springer. Jacob Benesty Shoji Makino and Jingdong Chen (Eds.). 2005. Speech Enhancement. Springer.

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