Erfan Loweimi

Learning Temporal Clusters Using Capsule Routing for Speech Emotion Recognition

Md Asif Jalal, Erfan Loweimi, Roger K. Moore et al. · 2019 · 65 citations

A new phase-based feature representation for robust speech recognition

Erfan Loweimi, Seyed Mohammad Ahadi, Thomas Drugman · 2013 · 41 citations

Engineering, Speech Coding, Health Sciences +15

On Learning Interpretable CNNs with Parametric Modulated Kernel-Based Filters

Erfan Loweimi, Peter Bell, Steve Renals · 2019 · 38 citations · Full text

On The Usefulness of Self-Attention for Automatic Speech Recognition with Transformers

Shucong Zhang, Erfan Loweimi, Peter Bell et al. · 2021 · 31 citations · Full text

Engineering, Machine Learning, Attention Matrices +21

Windowed Attention Mechanisms for Speech Recognition

Shucong Zhang, Erfan Loweimi, Peter Bell et al. · 2019 · 23 citations · Full text

Structured Prediction, Attention Mechanisms, Machine Learning +23