Objective
The prime objective of the ProsoDeep project is to gain a deeper understanding of the language of prosody through the analysis of all the levels in the production hierarchy of prosody. In particular, it will exploit the benefits of the top-down and bottom-up approaches through their incorporation within a Deep Prosody Model (DPM). The DPM will facilitate the advancement of speech technologies that rely both on the synthesis of prosody, e.g. text-to-speech (TTS) systems, and its analysis, e.g. speech emotion recognition (SER). To reach this objective the project will draw on a variety of scientific fields, including signal processing, physiology of prosody production and biomechanics, linguistics, and machine learning, and will also be augmented with respiratory measurements.
Fields of science
- humanitieslanguages and literaturelinguistics
- natural sciencescomputer and information sciencesdatabases
- engineering and technologyelectrical engineering, electronic engineering, information engineeringelectronic engineeringsignal processing
- natural sciencesphysical sciencesacoustics
- natural sciencescomputer and information sciencesartificial intelligencemachine learningdeep learning
Programme(s)
Funding Scheme
MSCA-IF-EF-ST - Standard EF
Coordinator
38031 Grenoble Cedex 1
France
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