← Search

Jack Deadman

2 accepted papers

2022

Auditory-Based Data Augmentation for end-to-end Automatic Speech Recognition

ICASSP 2022accepted

End-to-end models have achieved significant improvement on automatic speech recognition. One common method to improve performance of these models is expanding the data-space through data augmentation. Meanwhile, human auditory inspired front-ends have also demonstrated improvement for automatic spee…

Cited by 0SourceScholar
2022

Improved Simulation of Realistically-Spatialised Simultaneous Speech Using Multi-Camera Analysis in The Chime-5 Dataset

ICASSP 2022accepted

Room simulation is an essential tool in the development of distant microphone ASR and source separation. However, most commonly used simulated datasets adopt uninformed and potentially unrealistic speaker location distributions. In earlier work, we analysed a 50-hour audio-visual dataset of multipar…

Cited by 0SourceScholar