PulseExploreJournal ClubDebatesTrendingResearchersJournals
Instagram
HomeExploreJournal ClubTrending
Synapse
⌘+K
Synapse
May 1, 2014680 citations

COVAREP A collaborative voice analysis repository for speech technologies

View Full Paper
GDGilles DegottexJKJohn KaneTDThomas Drugman

Key Points

  • This paper aims to introduce COVAREP, a repository for speech processing algorithms, to enhance research reproducibility in the field.
  • Overview of COVAREP's offerings including contributions from five laboratories.
  • Demonstration of algorithms through an emotion classification experiment.
  • COVAREP supports the collaborative effort in improving and sharing speech processing algorithms.
  • The repository aims to facilitate reproducible research by allowing community contributions and discussions.

Abstract

Speech processing algorithms are often developed demonstrating improvements over the state-of-the-art, but sometimes at the cost of high complexity. This makes algorithm reimplementations based on literature difficult, and thus reliable comparisons between published results and current work are hard to achieve. This paper presents a new collaborative and freely available repository for speech processing algorithms called COVAREP, which aims at fast and easy access to new speech processing algorithms and thus facilitating research in the field. We envisage that COVAREP will allow more reproducible research by strengthening complex implementations through shared contributions and openly available code which can be discussed, commented on and corrected by the community. Presently COVAREP contains contributions from five distinct laboratories and we encourage contributions from across the speech processing research field. In this paper, we provide an overview of the current offerings of COVAREP and also include a demonstration of the algorithms through an emotion classification experiment.

Ask AI
Helpful
Bookmark
Share
View Full Paper

Cite This Study

Degottex et al. (2014) studied this question.

synapsesocial.com/papers/69d896ead2f7327e70ae38e2https://doi.org/10.1109/icassp.2014.6853739
Ask AI
Helpful
Bookmark
Share
View Full Paper

Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1On the Audibility of Midrange Phase Distortion in Audio Systems1982 · 44 citations
  2. 2The effect of group delay spectrum on timbre.2002 · 13 citations
  3. 3Vocal quality factors: Analysis, synthesis, and perception1991 · 458 citations
  4. 4Kaldi Speech Recognition Toolkit2024 · 4,895 citations
  5. 5OpenEAR — Introducing the munich open-source emotion and affect recognition toolkit2009 · 412 citations