6 citations · 19 across the 22 of their papers we have counts for
4 papers · 1 filter
Streaming Audio-Visual Speech Recognition with Alignment Regularization
Pingchuan Ma, Niko Moritz, Stavros Petridis +2
In this work, we propose a streaming AV-ASR system based on a hybrid connectionist temporal classification (CTC)/attention neural network architecture. The audio and the visual enc…
Anchored Speech Recognition with Neural Transducers
Desh Raj, Junteng Jia, Jay Mahadeokar +4
Neural transducers have achieved human level performance on standard speech recognition benchmarks. However, their performance significantly degrades in the presence of cross-talk,…
An Investigation of Monotonic Transducers for Large-Scale Automatic Speech Recognition
Niko Moritz, Frank Seide, Duc Le +2
The two most popular loss functions for streaming end-to-end automatic speech recognition (ASR) are RNN-Transducer (RNN-T) and connectionist temporal classification (CTC). Between…
Extended Graph Temporal Classification for Multi-Speaker End-to-End ASR
Xuankai Chang, Niko Moritz, Takaaki Hori +2
Graph-based temporal classification (GTC), a generalized form of the connectionist temporal classification loss, was recently proposed to improve automatic speech recognition (ASR)…