5 citations · 8 across the 13 of their papers we have counts for
3 papers · 1 filter
Directed Speech Separation for Automatic Speech Recognition of Long Form Conversational Speech
Rohit Paturi, Sundararajan Srinivasan, Katrin Kirchhoff +1
Many of the recent advances in speech separation are primarily aimed at synthetic mixtures of short audio utterances with high degrees of overlap. Most of these approaches need an…
Speaker-conversation factorial designs for diarization error analysis
Scott Seyfarth, Sundararajan Srinivasan, Katrin Kirchhoff
Speaker diarization accuracy can be affected by both acoustics and conversation characteristics. Determining the cause of diarization errors is difficult because speaker voice acou…
Best of Both Worlds: Robust Accented Speech Recognition with Adversarial Transfer Learning
Nilaksh Das, Sravan Bodapati, Monica Sunkara +2
Training deep neural networks for automatic speech recognition (ASR) requires large amounts of transcribed speech. This becomes a bottleneck for training robust models for accented…