37 citations · 46 across the 7 of their papers we have counts for
3 papers · 1 filter
Large-vocabulary Audio-visual Speech Recognition in Noisy Environments
Wentao Yu, Steffen Zeiler, Dorothea Kolossa
Audio-visual speech recognition (AVSR) can effectively and significantly improve the recognition rates of small-vocabulary systems, compared to their audio-only counterparts. For l…
Fusing information streams in end-to-end audio-visual speech recognition
Wentao Yu, Steffen Zeiler, Dorothea Kolossa
End-to-end acoustic speech recognition has quickly gained widespread popularity and shows promising results in many studies. Specifically the joint transformer/CTC model provides v…
Unsupervised Classification of Voiced Speech and Pitch Tracking Using Forward-Backward Kalman Filtering
Benedikt Boenninghoff, Robert M. Nickel, Steffen Zeiler +1
The detection of voiced speech, the estimation of the fundamental frequency, and the tracking of pitch values over time are crucial subtasks for a variety of speech processing tech…