HFFreelancer profile translated to English.
Back to original languageAbout Hadrien
PhD in machine learning with over 6 years of experience in applied AI, spanning research and industry. Specializing in deep learning for time-series and audio data. Strong expertise in model development, data analysis, and ML engineering. Passionate about transforming complex signals into intelligent systems.
French
Native or bilingual
English
Fluent
Can work on-site
Paris (up to 50km)
Experience
- Utopia MusicData Scientist - AI SpecialistMarch 2022 - October 2024 (2 years and 7 months)Role: Deep Learning Specialist Applied to Music Information Retrieval (MIR)
- Research on automatic music analysis and annotation
- Cross-functional collaboration with musicologists and front-end engineers
- Development and deployment of models for automatic classification of musical genres, moods, and rhythmic moods, detection of vocal/instrumental tracks
- Use of CNNs, transformers, and various advanced architectures
- Sorbonne UniversitéPhD in Computer Science, Signal Processing & Machine Learning applied to MusicSeptember 2017 - January 2021 (3 years and 4 months)Paris, France
- Thesis: Global tempo estimation and rhythm-oriented genre classification based on rhythmic harmonic features
- Research in automatic music analysis, signal processing, and deep learning
- Development of a new spectral representation of rhythmic features in audio signals
- Use of deep learning models (CNNs, attention mechanisms, RNNs) applied to tempo estimation and supervised genre classification
- State-of-the-art results on several benchmark datasets for tempo estimation and electronic music genre detection
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Education
- PhD - Computer Science, Telecommunications & ElectronicsIRCAM, Sorbonne University2021Doctorat - Informatique, Télécommunications & Électronique
- Master 2 - ATIAMIRCAM, Sorbonne University2017Master 2 - ATIAM