4 papers
INFER : Learning Implicit Neural Frequency Response Fields for Confined Car Cabin
Harshvardhan C. Takawale, Nirupam Roy, Phil Brown
Accurate modeling of spatial acoustics is critical for immersive and intelligible audio in confined, resonant environments such as car cabins. Current tuning methods are manual, ha…
SpINRv2: Implicit Neural Representation for Passband FMCW Radars
Harshvardhan Takawale, Nirupam Roy
We present SpINRv2, a neural framework for high-fidelity volumetric reconstruction using Frequency-Modulated Continuous-Wave (FMCW) radar. Extending our prior work (SpINR), this ve…
SpINR: Neural Volumetric Reconstruction for FMCW Radars
Harshvardhan Takawale, Nirupam Roy
In this paper, we introduce SpINR, a novel framework for volumetric reconstruction using Frequency-Modulated Continuous-Wave (FMCW) radar data. Traditional radar imaging techniques…
Simultaneously Learning Speaker's Direction and Head Orientation from Binaural Recordings
Harshvardhan Takawale, Nirupam Roy
Estimation of a speaker's direction and head orientation with binaural recordings can be a critical piece of information in many real-world applications with emerging `earable' dev…