← Authors

Erfan Loweimi

15 papers · 2016–2024 · 1 conference · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (8) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5) πŸ—ΊοΈ Taxonomy Completionist (10) 🐝 Cross-Pollinator (12) 🧭 Keyword Pioneer πŸŒ‰ Interdisciplinary Bridge 🧬 Topic Evolution πŸ† Keyword Champion (2) πŸ—ƒοΈ Keyword Collector (72) πŸ’Ž Century Club (15) πŸ”₯ Unstoppable (9) πŸš€ Conference Pioneer

Conferences

INTERSPEECH (15)

Top co-authors

Steve Renals (6) Peter Bell (6) Thomas Hain (5) Jon Barker (5) Zoran Cvetkovic (3) Shucong Zhang (2) Zhengjun Yue (2) Kate Knill (1) Roger K. Moore (1) Xiaofei Li (1)

Keywords

speech recognition (6) convolutional neural network (4) acoustic modeling (3) magnitude spectrum (3) phase spectrum (3) feature extraction (3) group delay (2) automatic speech recognition (2) recurrent neural network (2) vector taylor series (2) noise robustness (2) word error rate (2) dysarthric speech recognition (2) fundamental frequency (1) pitch tracking (1) data augmentation (1) speaker embedding (1) neural network optimization (1) attention mechanism (1) temporal modeling (1)

Papers

On the Usefulness of Speaker Embeddings for Speaker Retrieval in the Wild: A Comparative Study of x-vector and ECAPA-TDNN Models INTERSPEECH 2024
Dysarthric Speech Recognition, Detection and Classification using Raw Phase and Magnitude Spectra INTERSPEECH 2023
RCT: Random consistency training for semi-supervised sound event detection INTERSPEECH 2022
Dysarthric Speech Recognition From Raw Waveform with Parametric CNNs INTERSPEECH 2022
Speech Acoustic Modelling Using Raw Source and Filter Components INTERSPEECH 2021
Stochastic Attention Head Removal: A Simple and Effective Method for Improving Transformer Based ASR Models INTERSPEECH 2021
On the Robustness and Training Dynamics of Raw Waveform Models INTERSPEECH 2020
Raw Sign and Magnitude Spectra for Multi-Head Acoustic Modelling INTERSPEECH 2020
Trainable Dynamic Subsampling for End-to-End Speech Recognition INTERSPEECH 2019
On Learning Interpretable CNNs with Parametric Modulated Kernel-Based Filters INTERSPEECH 2019
Learning Temporal Clusters Using Capsule Routing for Speech Emotion Recognition INTERSPEECH 2019
On the Usefulness of the Speech Phase Spectrum for Pitch Extraction INTERSPEECH 2018
Robust Source-Filter Separation of Speech Signal in the Phase Domain INTERSPEECH 2017
Channel Compensation in the Generalised Vector Taylor Series Approach to Robust ASR INTERSPEECH 2017
Use of Generalised Nonlinearity in Vector Taylor Series Noise Compensation for Robust Speech Recognition INTERSPEECH 2016