Sid Banerjee
Musician and Engineer, in the Media Arts & Technology
Machine Learning Research @ Apple, CNMAT, BAIR
I'm a rising senior at UC Berkeley studying Electrical Engineering & Computer Science and Applied Math. My academic interests are in digital signal processing, acoustics/music, NLP, and machine learning.
I'm interning at Apple on the Applied ML team under the Acoustics HWE organization. My work is focused on perceptually-informed evals for speech/music enhancement signal chains (DSP and ML), including artifact detection through DSP and deep learning.
At university, I conduct research @ CNMAT and BAIR on the following projects:
- Morphological and perceptually driven Matching Pursuit for computer-assisted orchestration.
- Conversational behavior modeling through predictive transformer models and dynamic Graph of Thought generation
- Agent-agent interaction, critique, and reasoning for red-room journalism.
Talk [jazz, art, computer science, math, etc.] with me: sidbanerjee[at]berkeley.edu.