Erfan Loweimi
15 papers · 2016–2024 · 1 conference · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Academic Marathon (8) πΊοΈ Taxonomy Completionist (10) π Interdisciplinary Bridge π£ Hot Topic Early Bird
π§
Keyword Pioneer
π
Interdisciplinary Bridge
π§¬
Topic Evolution
π
Keyword Champion
(2)
ποΈ
Keyword Collector
(72)
π
Century Club
(15)
π₯
Unstoppable
(9)
π
Conference Pioneer
Conferences
INTERSPEECH (15)
Top co-authors
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