Ian McLoughlin

Orcid: 0000-0001-7111-2008

Affiliations:
  • Singapore Institute of Technology, Singapore
  • University of Science and Technology of China, Hefei, China
  • University of Kent, UK (2015 - 2019)
  • Nanyang Technological University, Singapore (former)
  • University of Birmingham, UK (PhD 1997)


According to our database1, Ian McLoughlin authored at least 168 papers between 1999 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2023
A Framework for Understanding the Weaponisation of the Internet.
Proceedings of the IEEE International Conference on Service Operations and Logistics, 2023

A Light-Weight Deep Learning Model for Remote Sensing Image Classification.
Proceedings of the International Symposium on Image and Signal Processing and Analysis, 2023

Joint Generative-Contrastive Representation Learning for Anomalous Sound Detection.
Proceedings of the IEEE International Conference on Acoustics, 2023

AST-SED: An Effective Sound Event Detection Method Based on Audio Spectrogram Transformer.
Proceedings of the IEEE International Conference on Acoustics, 2023

Stargan-vc Based Cross-Domain Data Augmentation for Speaker Verification.
Proceedings of the IEEE International Conference on Acoustics, 2023

An Effective Anomalous Sound Detection Method Based on Representation Learning with Simulated Anomalies.
Proceedings of the IEEE International Conference on Acoustics, 2023

Did You Hear That? Detecting Auditory Events with EEGNet.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Heart Rate Variability Responses to Visually Induced Motion Sickness.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Transcutaneous Auricular Vagus Nerve Stimulation towards Visually Induced Motion Sickness Reduction: A Pilot Study.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022
Investigating the Cognitive Response of Brake Lights in Initiating Braking Action Using EEG.
IEEE Trans. Intell. Transp. Syst., 2022

Cross-Lingual Self-training to Learn Multilingual Representation for Low-Resource Speech Recognition.
Circuits Syst. Signal Process., 2022

An Ensemble of Deep Learning Frameworks Applied For Predicting Respiratory Anomalies.
CoRR, 2022

Class-Aware Distribution Alignment based Unsupervised Domain Adaptation for Speaker Verification.
Proceedings of the Interspeech 2022, 2022

Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition.
Proceedings of the Interspeech 2022, 2022

Frontend Attributes Disentanglement for Speech Emotion Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2022

Domain Robust Deep Embedding Learning for Speaker Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2022

Self-Supervised Representation Learning for Unsupervised Anomalous Sound Detection Under Domain Shift.
Proceedings of the IEEE International Conference on Acoustics, 2022

An Ensemble of Deep Learning Frameworks for Predicting Respiratory Anomalies.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Vibro-motor Reprocessing Therapy towards Managing Motion Sickness Reduction: Evidence from EEG.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021
CNN-MoE Based Framework for Classification of Respiratory Anomalies and Lung Disease Detection.
IEEE J. Biomed. Health Informatics, 2021

Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning.
IEEE Trans. Biomed. Eng., 2021

Multi-Granularity Sequence Alignment Mapping for Encoder-Decoder Based End-to-End ASR.
IEEE ACM Trans. Audio Speech Lang. Process., 2021

D-MONA: A dilated mixed-order non-local attention network for speaker and language recognition.
Neural Networks, 2021

Robust acoustic scene classification using a multi-spectrogram encoder-decoder framework.
Digit. Signal Process., 2021

Variance Normalised Features for Language and Dialect Discrimination.
Circuits Syst. Signal Process., 2021

Incandescent Bulb and LED Brake Lights: Novel Analysis of Reaction Times.
IEEE Access, 2021

Non-Verbal Auditory Aspects of Human-Service Robot Interaction.
Proceedings of the 2021 IEEE International Conference on Service Operations and Logistics, 2021

Motion Sickness Reduction through Vibro-motor Reprocessing Therapy: A First Study.
Proceedings of the 10th International IEEE/EMBS Conference on Neural Engineering, 2021

Auditory Evoked Potential Detection During Pure-Tone Audiometry.
Proceedings of the 10th International IEEE/EMBS Conference on Neural Engineering, 2021

An Effective Mutual Mean Teaching Based Domain Adaptation Method for Sound Event Detection.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

A Weight Moving Average Based Alternate Decoupled Learning Algorithm for Long-Tailed Language Identification.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Extremely Low Footprint End-to-End ASR System for Smart Device.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

An Improved Mean Teacher Based Method for Large Scale Weakly Labeled Semi-Supervised Sound Event Detection.
Proceedings of the IEEE International Conference on Acoustics, 2021

Multi-View Audio And Music Classification.
Proceedings of the IEEE International Conference on Acoustics, 2021

Self-Attention Generative Adversarial Network for Speech Enhancement.
Proceedings of the IEEE International Conference on Acoustics, 2021

An Effective Deep Embedding Learning Method Based on Dense-Residual Networks for Speaker Verification.
Proceedings of the IEEE International Conference on Acoustics, 2021

Inception-Based Network and Multi-Spectrogram Ensemble Applied To Predict Respiratory Anomalies and Lung Diseases.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Acoustic Based Footstep Detection in Pervasive Healthcare.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Tragus based Vagus Nerve Stimulation for Stress Reduction.
Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, 2021

2020
Glottal Flow Synthesis for Whisper-to-Speech Conversion.
IEEE ACM Trans. Audio Speech Lang. Process., 2020

Improving GANs for Speech Enhancement.
IEEE Signal Process. Lett., 2020

A New Time-Frequency Attention Tensor Network for Language Identification.
Circuits Syst. Signal Process., 2020

Time-Frequency Feature Fusion for Noise Robust Audio Event Classification.
Circuits Syst. Signal Process., 2020

Inception-Based Network and Multi-Spectrogram Ensemble Applied For Predicting Respiratory Anomalies and Lung Diseases.
CoRR, 2020

Universal ASR: Unifying Streaming and Non-Streaming ASR Using a Single Encoder-Decoder Model.
CoRR, 2020

On Multitask Loss Function for Audio Event Detection and Localization.
CoRR, 2020

Effective Exploitation of Posterior Information for Attention-Based Speech Recognition.
IEEE Access, 2020

An Effective Perturbation Based Semi-Supervised Learning Method for Sound Event Detection.
Proceedings of the Interspeech 2020, 2020

Semi-Supervised End-to-End ASR via Teacher-Student Learning with Conditional Posterior Distribution.
Proceedings of the Interspeech 2020, 2020

Automatic Assessment of Dysarthric Severity Level Using Audio-Video Cross-Modal Approach in Deep Learning.
Proceedings of the Interspeech 2020, 2020

An Effective Speaker Recognition Method Based on Joint Identification and Verification Supervisions.
Proceedings of the Interspeech 2020, 2020

SAN-M: Memory Equipped Self-Attention for End-to-End Speech Recognition.
Proceedings of the Interspeech 2020, 2020

Deep Feature Embedding and Hierarchical Classification for Audio Scene Classification.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Task-Aware Mean Teacher Method for Large Scale Weakly Labeled Semi-Supervised Sound Event Detection.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

An Online Speaker-aware Speech Separation Approach Based on Time-domain Representation.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Robust Deep Learning Framework For Predicting Respiratory Anomalies and Diseases.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

On Multitask Loss Function for Audio Event Detection and Localization.
Proceedings of 5th the Workshop on Detection and Classification of Acoustic Scenes and Events 2020 (DCASE 2020), 2020

2019
Listening and Grouping: An Online Autoregressive Approach for Monaural Speech Separation.
IEEE ACM Trans. Audio Speech Lang. Process., 2019

LSTM-TDNN with convolutional front-end for Dialect Identification in the 2019 Multi-Genre Broadcast Challenge.
CoRR, 2019

Spatio-Temporal Attention Pooling for Audio Scene Classification.
Proceedings of the Interspeech 2019, 2019

A Robust Framework for Acoustic Scene Classification.
Proceedings of the Interspeech 2019, 2019

GFM-Voc: A Real-Time Voice Quality Modification System.
Proceedings of the Interspeech 2019, 2019

A New Time-Frequency Attention Mechanism for TDNN and CNN-LSTM-TDNN, with Application to Language Identification.
Proceedings of the Interspeech 2019, 2019

An Effective Deep Embedding Learning Architecture for Speaker Verification.
Proceedings of the Interspeech 2019, 2019

Improving Aggregation and Loss Function for Better Embedding Learning in End-to-End Speaker Verification System.
Proceedings of the Interspeech 2019, 2019

A Region Based Attention Method for Weakly Supervised Sound Event Detection and Classification.
Proceedings of the IEEE International Conference on Acoustics, 2019

Unifying Isolated and Overlapping Audio Event Detection with Multi-label Multi-task Convolutional Recurrent Neural Networks.
Proceedings of the IEEE International Conference on Acoustics, 2019

A Spectral Glottal Flow Model for Source-filter Separation of Speech.
Proceedings of the IEEE International Conference on Acoustics, 2019

Triplet-Center Loss Based Deep Embedding Learning Method for Speaker Verification.
Proceedings of the 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2019

2018
LID-Senones and Their Statistics for Language Identification.
IEEE ACM Trans. Audio Speech Lang. Process., 2018

A Conditional Generative Model for Speech Enhancement.
Circuits Syst. Signal Process., 2018

Beyond Equal-Length Snippets: How Long is Sufficient to Recognize an Audio Scene?
CoRR, 2018

Improved Conditional Generative Adversarial Net Classification For Spoken Language Recognition.
Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 2018

Acoustic Modeling with Densely Connected Residual Network for Multichannel Speech Recognition.
Proceedings of the Interspeech 2018, 2018

Early Detection of Continuous and Partial Audio Events Using CNN.
Proceedings of the Interspeech 2018, 2018

An Attention Pooling Based Representation Learning Method for Speech Emotion Recognition.
Proceedings of the Interspeech 2018, 2018

An Improved Deep Embedding Learning Method for Short Duration Speaker Verification.
Proceedings of the Interspeech 2018, 2018

Enabling Early Audio Event Detection with Neural Networks.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Source-Aware Context Network for Single-Channel Multi-Speaker Speech Separation.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017
On the Use of a Spectral Glottal Model for the Source-filter Separation of Speech.
CoRR, 2017

A training-based speech regeneration approach with cascading mapping models.
Comput. Electr. Eng., 2017

An End-to-End Multi-Standard OFDM Transceiver Architecture Using FPGA Partial Reconfiguration.
IEEE Access, 2017

End-to-End Language Identification Using High-Order Utterance Representation with Bilinear Pooling.
Proceedings of the Interspeech 2017, 2017

Fisher vector based CNN architecture for image classification.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

What makes audio event detection harder than classification?
Proceedings of the 25th European Signal Processing Conference, 2017

2016
Efficient Integer Frequency Offset Estimation Architecture for Enhanced OFDM Synchronization.
IEEE Trans. Very Large Scale Integr. Syst., 2016

A new variance-based approach for discriminative feature extraction in machine hearing classification using spectrogram features.
Digit. Signal Process., 2016

Spectrally efficient emission mask shaping for OFDM cognitive radios.
Digit. Signal Process., 2016

Improved i-Vector Representation for Speaker Diarization.
Circuits Syst. Signal Process., 2016

What Make Audio Event Detection Harder than Classification?
CoRR, 2016

Image classification with CNN-based Fisher vector coding.
Proceedings of the 2016 Visual Communications and Image Processing, 2016

Improvements on Deep Bottleneck Network based I-Vector Representation for Spoken Language Identification.
Proceedings of the Odyssey 2016: The Speaker and Language Recognition Workshop, 2016

LID-senone Extraction via Deep Neural Networks for End-to-End Language Identification.
Proceedings of the Odyssey 2016: The Speaker and Language Recognition Workshop, 2016

Deep neural network for robust speech recognition with auxiliary features from laser-Doppler vibrometer sensor.
Proceedings of the 10th International Symposium on Chinese Spoken Language Processing, 2016

Mismatched training data enhancement for automatic recognition of children's speech using DNN-HMM.
Proceedings of the 10th International Symposium on Chinese Spoken Language Processing, 2016

Robust Sound Event Detection in Continuous Audio Environments.
Proceedings of the Interspeech 2016, 2016

Learning compact structural representations for audio events using regressor banks.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Compact convolutional neural network transfer learning for small-scale image classification.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015
Robust Sound Event Classification Using Deep Neural Networks.
IEEE ACM Trans. Audio Speech Lang. Process., 2015

Reconstruction of Phonated Speech from Whispers Using Formant-Derived Plausible Pitch Modulation.
ACM Trans. Access. Comput., 2015

Mouth State Detection From Low-Frequency Ultrasonic Reflection.
Circuits Syst. Signal Process., 2015

Deep Bottleneck Feature for Image Classification.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Phonated speech reconstruction using twin mapping models.
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2015

Deep bottleneck network based i-vector representation for language identification.
Proceedings of the INTERSPEECH 2015, 2015

Low frequency ultrasonic voice activity detection using convolutional neural networks.
Proceedings of the INTERSPEECH 2015, 2015

Robust sound event recognition using convolutional neural networks.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Improved language identification using deep bottleneck network.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Multi-task deep neural network acoustic models with model adaptation using discriminative speaker identity for whisper recognition.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Comparative whisper vowel space for Singapore English and British English accents.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2015

2014
Super-Audible Voice Activity Detection.
IEEE ACM Trans. Audio Speech Lang. Process., 2014

Classifying watermelon ripeness by analysing acoustic signals using mobile devices.
Pers. Ubiquitous Comput., 2014

Robust and Efficient OFDM Synchronization for FPGA-Based Radios.
Circuits Syst. Signal Process., 2014

Shaping Spectral Leakage for IEEE 802.11p Vehicular Communications.
Proceedings of the IEEE 79th Vehicular Technology Conference, 2014

Tone confusion in spoken and whispered Mandarin Chinese.
Proceedings of the 9th International Symposium on Chinese Spoken Language Processing, 2014

Reconstruction of pitch for whisper-to-speech conversion of Chinese.
Proceedings of the 9th International Symposium on Chinese Spoken Language Processing, 2014

Performance evaluation of deep bottleneck features for spoken language identification.
Proceedings of the 9th International Symposium on Chinese Spoken Language Processing, 2014

The use of low-frequency ultrasound for voice activity detection.
Proceedings of the INTERSPEECH 2014, 2014

Task-aware deep bottleneck features for spoken language identification.
Proceedings of the INTERSPEECH 2014, 2014

A spectral based visual matching method for image classification.
Proceedings of the International Conference on Audio, 2014

Efficient multi-standard cognitive radios on FPGAs.
Proceedings of the 24th International Conference on Field Programmable Logic and Applications, 2014

Square-rich fixed point polynomial evaluation on FPGAs.
Proceedings of the 2014 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2014

2013
Mobile Communications Using Source-Selected Multi-Antenna AF Relays Over Dual-Hop Nakagami- $${\varvec{m}}$$ Channels.
Wirel. Pers. Commun., 2013

Low-Power Correlation for IEEE 802.16 OFDM Synchronization on FPGA.
IEEE Trans. Very Large Scale Integr. Syst., 2013

Performance analysis of adaptive modulation and transmit antenna selection with channel prediction errors and feedback delay.
IET Commun., 2013

A Unified Framework for GPS Code and Carrier-Phase Multipath Mitigation Using Support Vector Regression.
Adv. Artif. Neural Syst., 2013

Cross-layer MIMO-link exploiting packet re-routing mechanisms and adaptive modulation in diverse channel condition.
Proceedings of the Australasian Telecommunication Networks and Applications Conference, 2013

Reconstruction of continuous voiced speech from whispers.
Proceedings of the INTERSPEECH 2013, 2013

Human mouth state detection using low frequency ultrasound.
Proceedings of the INTERSPEECH 2013, 2013

Exemplar based language recognition method for short-duration speech segments.
Proceedings of the IEEE International Conference on Acoustics, 2013

Efficient Large Integer Squarers on FPGA.
Proceedings of the 21st IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2013

TCP-based Multi Parallel Links Exploiting Packet Re-routing Mechanisms in Diverse Channel Condition.
Proceedings of the European Wireless 2013, 2013

A new mechanical index for gauging the human bioeffects of low frequency ultrasound.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
Fourier Transform-Based Scalable Image Quality Measure.
IEEE Trans. Image Process., 2012

TCP/IP link layer error mitigation for MIMO wireless links.
Telecommun. Syst., 2012

Nonintrusive Quality Assessment of Noise Suppressed Speech With Mel-Filtered Energies and Support Vector Regression.
IEEE Trans. Speech Audio Process., 2012

Virtualized Development and Testing for Embedded Cluster Computing.
Int. J. Netw. Comput., 2012

Channel prediction in non-regenerative multi-antenna relay selection systems.
IET Commun., 2012

Open-Source and Consumer Electronics - The Back Door to World Domination: Why Reinvent the Wheel (Especially When Nice People Are Giving Wheels Away for Free)?
IEEE Consumer Electron. Mag., 2012

Measuring resonances of the vocal tract using frequency sweeps at the lips.
Proceedings of the 5th International Symposium on Communications, 2012

Whisper vowel diagrams for Singapore English.
Proceedings of the 9th International Conference on Communications, 2012

2011
Performance of Dual-Hop Multi-Antenna Systems with Fixed Gain Amplify-and-Forward Relay Selection.
IEEE Trans. Wirel. Commun., 2011

Effects of Channel Prediction for Transmit Antenna Selection With Maximal-Ratio Combining in Rayleigh Fading.
IEEE Trans. Veh. Technol., 2011

Fast and accurate GCPS selection scheme for SAR image registration based on an improved Trajkovic corner detector.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Virtualized Development and Testing of Embedded Computing Clusters.
Proceedings of the Second International Conference on Networking and Computing, 2011

2010
Reliability through redundant parallelism for micro-satellite computing.
ACM Trans. Embed. Comput. Syst., 2010

Reconstruction of Normal Sounding Speech for Laryngectomy Patients Through a Modified CELP Codec.
IEEE Trans. Biomed. Eng., 2010

Vowel Intelligibility in Chinese.
IEEE Trans. Speech Audio Process., 2010

Non-intrusive Speech Quality Assessment with Support Vector Regression.
Proceedings of the Advances in Multimedia Modeling, 2010

Toward a comprehensive vowel space for whispered speech.
Proceedings of the 7th International Symposium on Chinese Spoken Language Processing, 2010

Autoregressive modelling for linear prediction of ultrasonic speech.
Proceedings of the INTERSPEECH 2010, 2010

A Perspective on the Experiential Learning of Computer Architecture.
Proceedings of the 2010 IEEE/ACM Int'l Conference on Green Computing and Communications, 2010

Spectral Enhancement of Whispered Speech Based on Probability Mass Function.
Proceedings of the Sixth Advanced International Conference on Telecommunications, 2010

2009
Channel prediction for mitigating feedback link issues in transmit antenna selection systems.
Proceedings of the IEEE 20th International Symposium on Personal, 2009

Hardware-accelerated Edge Detection for Polarimetric Synthetic Aperture Radar Data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Predictive Transmit Antenna Selection with Maximal Ratio Combining.
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

2008
A Group Ring Construction of the Extended Binary Golay Code.
IEEE Trans. Inf. Theory, 2008

Subjective Intelligibility Testing of Chinese Speech.
IEEE Trans. Speech Audio Process., 2008

Line spectral pairs.
Signal Process., 2008

Secure Embedded Systems: The Threat of Reverse Engineering.
Proceedings of the 14th International Conference on Parallel and Distributed Systems, 2008

Predictive receive-directed antenna selection for quasistatic Rayleigh fading channel.
Proceedings of the 2008 International Conference on Advanced Infocomm Technology, 2008

Analysis-by-synthesis method for whisper-speech reconstruction.
Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems, 2008

2007
An Embedded Systems graduate education for Singapore.
Proceedings of the 13th International Conference on Parallel and Distributed Systems, 2007

Linux as a teaching aid for embedded systems.
Proceedings of the 13th International Conference on Parallel and Distributed Systems, 2007

2006
An FPGA-Based MIMO and Space-Time Processing Platform.
EURASIP J. Adv. Signal Process., 2006

Transmit Antenna Selection for UHF MIMO Linking.
Proceedings of the 63rd IEEE Vehicular Technology Conference, 2006

2004
Low-Cost Space-Borne Processing on a Reconfigurable Parallel Architecture.
Proceedings of the International Conference on Engineering of Reconfigurable Systems and Algorithms, 2004

2002
Intelligibility evaluation of GSM coder for Mandarin speech using CDRT.
Speech Commun., 2002

1999
LSP parameter interpretation for speech classification.
Proceedings of the 6th IEEE International Conference on Electronics, Circuits and Systems, 1999


  Loading...