123 citations · 220 across the 3 of their papers we have counts for
3 papers
CHiME-6 Challenge:Tackling Multispeaker Speech Recognition for Unsegmented Recordings
Shinji Watanabe, Michael Mandel, Jon Barker +18
Following the success of the 1st, 2nd, 3rd, 4th and 5th CHiME challenges we organize the 6th CHiME Speech Separation and Recognition Challenge (CHiME-6). The new challenge revisits…
GPU-Accelerated Viterbi Exact Lattice Decoder for Batched Online and Offline Speech Recognition
Hugo Braun, Justin Luitjens, Ryan Leary +2
We present an optimized weighted finite-state transducer (WFST) decoder capable of online streaming and offline batch processing of audio using Graphics Processing Units (GPUs). Th…
Parallel training of DNNs with Natural Gradient and Parameter Averaging
Daniel Povey, Xiaohui Zhang, Sanjeev Khudanpur
We describe the neural-network training framework used in the Kaldi speech recognition toolkit, which is geared towards training DNNs with large amounts of training data using mult…