Dmitriy Serdyuk

activity

20152021

most citedAttention-Based Models for Speech Recognition

1.8k citations · 2k across the 4 of their papers we have counts for

collaborators

Showing 2021Show all

2 papers · 1 filter

cs.CV2021

Audio-Visual Speech Recognition is Worth 32 $\times$ 32 $\times$ 8 Voxels

Dmitriy Serdyuk, Otavio Braga, Olivier Siohan

Audio-visual automatic speech recognition (AV-ASR) introduces the video modality into the speech recognition process, often by relying on information conveyed by the motion of the…

cs.LG2021★ 40 cited

Accounting for Variance in Machine Learning Benchmarks

Xavier Bouthillier, Pierre Delaunay, Mirko Bronzi +14

Strong empirical evidence that one machine-learning algorithm A outperforms another one B ideally calls for multiple trials optimizing the learning pipeline over sources of variati…

Audio-Visual Speech Recognition is Worth 32×32×8 Voxels

Accounting for Variance in Machine Learning Benchmarks

Audio-Visual Speech Recognition is Worth 32 $\times$ 32 $\times$ 8 Voxels