11 citations · 13 across the 4 of their papers we have counts for
4 papers
ASR-Synchronized Speaker-Role Diarization
Arindam Ghosh, Mark Fuhs, Bongjun Kim +2
Speaker-role diarization (RD), such as doctor vs. patient or lawyer vs. client, is practically often more useful than conventional speaker diarization (SD), which assigns only gene…
AdaFocal: Calibration-aware Adaptive Focal Loss
Arindam Ghosh, Thomas Schaaf, Matthew R. Gormley
Much recent work has been devoted to the problem of ensuring that a neural network's confidence scores match the true probability of being correct, i.e. the calibration problem. Of…
Low-resource Low-footprint Wake-word Detection using Knowledge Distillation
Arindam Ghosh, Mark Fuhs, Deblin Bagchi +2
As virtual assistants have become more diverse and specialized, so has the demand for application or brand-specific wake words. However, the wake-word-specific datasets typically u…
Leveraging Pretrained Models for Automatic Summarization of Doctor-Patient Conversations
Longxiang Zhang, Renato Negrinho, Arindam Ghosh +4
Fine-tuning pretrained models for automatically summarizing doctor-patient conversation transcripts presents many challenges: limited training data, significant domain shift, long…