4 citations · 8 across the 2 of their papers we have counts for
4 papers
Multi-scale Speaker Diarization with Dynamic Scale Weighting
Tae Jin Park, Nithin Rao Koluguri, Jagadeesh Balam +1
Speaker diarization systems are challenged by a trade-off between the temporal resolution and the fidelity of the speaker representation. By obtaining a superior temporal resolutio…
TitaNet: Neural Model for speaker representation with 1D Depth-wise separable convolutions and global context
Nithin Rao Koluguri, Taejin Park, Boris Ginsburg
In this paper, we propose TitaNet, a novel neural network architecture for extracting speaker representations. We employ 1D depth-wise separable convolutions with Squeeze-and-Excit…
SpeakerNet: 1D Depth-wise Separable Convolutional Network for Text-Independent Speaker Recognition and Verification
Nithin Rao Koluguri, Jason Li, Vitaly Lavrukhin +1
We propose SpeakerNet - a new neural architecture for speaker recognition and speaker verification tasks. It is composed of residual blocks with 1D depth-wise separable convolution…
Meta-learning for robust child-adult classification from speech
Nithin Rao Koluguri, Manoj Kumar, So Hyun Kim +2
Computational modeling of naturalistic conversations in clinical applications has seen growing interest in the past decade. An important use-case involves child-adult interactions…