Difference between revisions of "User:Cioflanc"

Revision as of 11:43, 14 November 2022

Cristian Cioflan

After receiving my Bachelor's Degree in Electronics and Telecommunications from the University Politehnica of Bucharest (UPB), I received my Master's Degree in Electrical Engineering and Information Technology from the Swiss Federal Institute of Technology Zurich (ETHZ) in 2020. I started my doctorate in the Integrated Systems Laboratory in the group of Prof. Dr. Luca Benini.

Interests

My research is mainly focused on the development of low-power, on-the-edge audio systems. I am investigating both on-device inference and learning, enabling in-field adaptation to new domains, classes, or speakers.

Contact Information

• Office: ETZ J89
• telephone: +41 44 632 67 89
• e-mail: cioflanc@iis.ee.ethz.ch
• www: Cristian Cioflan (ETH page)

Available Projects

• On-Device Learnable Embeddings for Acoustic Environments
• On-Device Federated Continual Learning on Nano-Drone Swarms
• Extreme-Edge Experience Replay for Keyword Spotting
• Learning at the Edge with Hardware-Aware Algorithms
• Audio Visual Speech Separation and Recognition (1S/1M)

• your own project idea!

Projects In Progress

• ASR-Waveformer
• On - Device Continual Learning for Seizure Detection on GAP9

Completed Projects

• Feature Extraction and Architecture Clustering for Keyword Spotting (1S)
• Audio Visual Speech Recognition (1S/1M)
• Audio Visual Speech Separation (1S/1M)
• Evaluating SoA Post-Training Quantization Algorithms
• Resource-Constrained Few-Shot Learning for Keyword Spotting (1S)
• Continual Learning for Adaptive EEG Monitoring in Epileptic Seizure Detection
• Bridging QuantLab with LPDNN
• Online Learning of User Features (1S)
• Feature Extraction for Speech Recognition (1S)
• Exploring schedules for incremental and annealing quantization algorithms