11 citations · 30 across the 15 of their papers we have counts for
4 papers · 1 filter
Integration of speech separation, diarization, and recognition for multi-speaker meetings: System description, comparison, and analysis
Desh Raj, Pavel Denisov, Zhuo Chen +11
Multi-speaker speech recognition of unsegmented recordings has diverse applications such as meeting transcription and automatic subtitle generation. With technical advances in syst…
Pretrained Semantic Speech Embeddings for End-to-End Spoken Language Understanding via Cross-Modal Teacher-Student Learning
Pavel Denisov, Ngoc Thang Vu
Spoken language understanding is typically based on pipeline architectures including speech recognition and natural language understanding steps. These components are optimized ind…
End-to-End Multi-Speaker Speech Recognition using Speaker Embeddings and Transfer Learning
Pavel Denisov, Ngoc Thang Vu
This paper presents our latest investigation on end-to-end automatic speech recognition (ASR) for overlapped speech. We propose to train an end-to-end system conditioned on speaker…
Unsupervised Domain Adaptation by Adversarial Learning for Robust Speech Recognition
Pavel Denisov, Ngoc Thang Vu, Marc Ferras Font
In this paper, we investigate the use of adversarial learning for unsupervised adaptation to unseen recording conditions, more specifically, single microphone far-field speech. We…