8 citations · 15 across the 7 of their papers we have counts for
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eess.AS2023
Statistical Beamformer Exploiting Non-stationarity and Sparsity with Spatially Constrained ICA for Robust Speech Recognition
Ui-Hyeop Shin, Hyung-Min Park
In this paper, we present a statistical beamforming algorithm as a pre-processing step for robust automatic speech recognition (ASR). By modeling the target speech as a non-station…
cs.LG2023
Unsupervised Speech Representation Pooling Using Vector Quantization
Jeongkyun Park, Kwanghee Choi, Hyunjun Heo +1
With the advent of general-purpose speech representations from large-scale self-supervised models, applying a single model to multiple downstream tasks is becoming a de-facto appro…
cs.MM2023
OLKAVS: An Open Large-Scale Korean Audio-Visual Speech Dataset
Jeongkyun Park, Jung-Wook Hwang, Kwanghee Choi +4
Inspired by humans comprehending speech in a multi-modal manner, various audio-visual datasets have been constructed. However, most existing datasets focus on English, induce depen…