6 citations · 8 across the 5 of their papers we have counts for
5 papers
Empirical Interpretation of the Relationship Between Speech Acoustic Context and Emotion Recognition
Anna Ollerenshaw, Md Asif Jalal, Rosanna Milner +1
Speech emotion recognition (SER) is vital for obtaining emotional intelligence and understanding the contextual meaning of speech. Variations of consonant-vowel (CV) phonemic bound…
Towards domain generalisation in ASR with elitist sampling and ensemble knowledge distillation
Rehan Ahmad, Md Asif Jalal, Muhammad Umar Farooq +2
Knowledge distillation has widely been used for model compression and domain adaptation for speech applications. In the presence of multiple teachers, knowledge can easily be trans…
Probing Statistical Representations For End-To-End ASR
Anna Ollerenshaw, Md Asif Jalal, Thomas Hain
End-to-End automatic speech recognition (ASR) models aim to learn a generalised speech representation to perform recognition. In this domain there is little research to analyse int…
Dynamic Kernels and Channel Attention for Low Resource Speaker Verification
Anna Ollerenshaw, Md Asif Jalal, Thomas Hain
State-of-the-art speaker verification frameworks have typically focused on developing models with increasingly deeper (more layers) and wider (number of channels) models to improve…
Insights on Neural Representations for End-to-End Speech Recognition
Anna Ollerenshaw, Md Asif Jalal, Thomas Hain
End-to-end automatic speech recognition (ASR) models aim to learn a generalised speech representation. However, there are limited tools available to understand the internal functio…