Marc-André Carbonneau
Scholar

Marc-André Carbonneau

Google Scholar ID: FIDtImgAAAAJ
Epic Games
Machine LearningSpeech Synthesis
Citations & Impact
All-time
Citations
1,613
 
H-index
12
 
i10-index
15
 
Publications
20
 
Co-authors
19
list available
Resume (English only)
Academic Achievements
  • CVPR 2024: Introduced MoSAR, a method to generate 4K-resolution, pore-level detailed 3D avatars from a single portrait image, and released the FFHQ-UV-Intrinsics dataset with high-resolution intrinsic face attributes for 10K subjects.
  • NeurIPS Workshop on ML for Audio 2023: Published 'EDMSound', a spectrogram-based diffusion model for high-quality audio synthesis, and identified data duplication risks in diffusion-based audio generation.
  • IEEE Signal Processing Letters 2023: Published 'Rhythm Modeling for Voice Conversion', modeling natural speech rhythm (sonorants, obstruents, silences) for rhythm-preserving voice conversion.
  • Published 'ZeroEGGS: Zero-shot Example-based Gesture Generation from Speech' in 2023, enabling speech-driven gesture synthesis without training examples, featured on 2 Minute Papers.
  • INTERSPEECH 2024: Co-authored 'Spoken-Term Discovery using Discrete Speech Units' (DUSTED), achieving state-of-the-art results on the ZeroSpeech Challenge spoken-term discovery track.