I make machines that sing, speak, play, and hear.

I am a PhD in the intersection of audio and machine learning at the Institut Polytechnique de Paris under the supervision of Dr. Gaël Richard, researching singing voice modeling. I have over five years of experience in the field and a background in signal processing. I also produce music and play guitar as hobbies.

Interests

Development of audio‑based machines that are transparent and human‑empowering in topics such as:

• Singing Voice & Speech
• (Differentiable) Digital Signal Processing
• Deep/Machine Learning

Selected Works

• Interspeech’s SER Challenge (2025): Improving Speech Emotion Recognition Through Cross Modal Attention Alignment and Balanced Stacking Model
• Master’s Thesis (2024): Cross-Speaker Style Transfer for TTS with Singing Voice Conversion Data Augmentation, Style Filtering, and F0 Matching
• Interspeech’s SynData4GenAI (2024): Exploring synthetic data for cross-speaker style transfer in style representation based TTS
• GENEA (2023): Gesture Generation with Diffusion Models Aided by Speech Activity Information