Ian McLoughlin

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 108

Top Venues

Publications

Jian-Tao Zhang, Yan Song, Jin Li, Wu Guo, Hao-Yu Song, Ian McLoughlin
Meta Representation Learning Method for Robust Speaker Verification in Unseen Domains. ICASSP (2024)
George Ramzi, Ian McLoughlin, Ramaswamy Palaniappan
Did You Hear That? Detecting Auditory Events with EEGNet. EMBC (2023)
Kang Li, Yan Song, Ian McLoughlin, Lin Liu, Jin Li, Li-Rong Dai
Fine-tuning Audio Spectrogram Transformer with Task-aware Adapters for Sound Event Detection. INTERSPEECH (2023)
Lam Pham, Cam Le, Dat Ngo, Anh Nguyen, Jasmin Lampert, Alexander Schindler, Ian McLoughlin
A Light-weight Deep Learning Model for Remote Sensing Image Classification. CoRR (2023)
Kang Li, Yan Song, Li-Rong Dai, Ian McLoughlin, Xin Fang, Lin Liu
AST-SED: An Effective Sound Event Detection Method Based on Audio Spectrogram Transformer. ICASSP (2023)
Lam Pham, Cam Le, Dat Ngo, Anh Nguyen, Jasmin Lampert, Alexander Schindler, Ian McLoughlin
A Light-Weight Deep Learning Model for Remote Sensing Image Classification. ISPA (2023)
Han Chen, Yan Song, Zhu Zhuo, Yu Zhou, Yu-Hong Li, Hui Xue, Ian McLoughlin
An Effective Anomalous Sound Detection Method Based on Representation Learning with Simulated Anomalies. ICASSP (2023)
Emmanuel Molefi, Ian McLoughlin, Ramaswamy Palaniappan
Transcutaneous Auricular Vagus Nerve Stimulation towards Visually Induced Motion Sickness Reduction: A Pilot Study. EMBC (2023)
Xiao-Min Zeng, Yan Song, Ian McLoughlin, Lin Liu, Li-Rong Dai
Robust Prototype Learning for Anomalous Sound Detection. INTERSPEECH (2023)
Kang Li, Yan Song, Li-Rong Dai, Ian McLoughlin, Xin Fang, Lin Liu
AST-SED: An Effective Sound Event Detection Method Based on Audio Spectrogram Transformer. CoRR (2023)
Xiao-Min Zeng, Yan Song, Zhu Zhuo, Yu Zhou, Yu-Hong Li, Hui Xue, Li-Rong Dai, Ian McLoughlin
Joint Generative-Contrastive Representation Learning for Anomalous Sound Detection. ICASSP (2023)
Hang-Rui Hu, Yan Song, Jian-Tao Zhang, Li-Rong Dai, Ian McLoughlin, Zhu Zhuo, Yu Zhou, Yu-Hong Li, Hui Xue
Stargan-vc Based Cross-Domain Data Augmentation for Speaker Verification. ICASSP (2023)
Xiao-Min Zeng, Yan Song, Zhu Zhuo, Yu Zhou, Yu-Hong Li, Hui Xue, Li-Rong Dai, Ian McLoughlin
Joint Generative-Contrastive Representation Learning for Anomalous Sound Detection. CoRR (2023)
Zhifu Gao, Shiliang Zhang, Ian McLoughlin, Zhijie Yan
Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition. INTERSPEECH (2022)
Yuxuan Xi, Yan Song, Li-Rong Dai, Ian McLoughlin, Lin Liu
Frontend Attributes Disentanglement for Speech Emotion Recognition. ICASSP (2022)
Han Chen, Yan Song, Li-Rong Dai, Ian McLoughlin, Lin Liu
Self-Supervised Representation Learning for Unsupervised Anomalous Sound Detection Under Domain Shift. ICASSP (2022)
Ramaswamy Palaniappan, Surej Mouli, Howard Bowman, Ian McLoughlin
Investigating the Cognitive Response of Brake Lights in Initiating Braking Action Using EEG. IEEE Trans. Intell. Transp. Syst. 23 (8) (2022)
Zhifu Gao, Shiliang Zhang, Ian McLoughlin, Zhijie Yan
Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition. CoRR (2022)
Emmanuel Molefi, Ramaswamy Palaniappan, Ian McLoughlin
Vibro-motor Reprocessing Therapy towards Managing Motion Sickness Reduction: Evidence from EEG. EMBC (2022)
Lam Pham, Dat Ngo, Khoa Tran, Truong Van Hoang, Alexander Schindler, Ian McLoughlin
An Ensemble of Deep Learning Frameworks for Predicting Respiratory Anomalies. EMBC (2022)
Lam Pham, Dat Ngo, Truong Van Hoang, Alexander Schindler, Ian McLoughlin
An Ensemble of Deep Learning Frameworks Applied For Predicting Respiratory Anomalies. CoRR (2022)
Hang-Rui Hu, Yan Song, Ying Liu, Li-Rong Dai, Ian McLoughlin, Lin Liu
Domain Robust Deep Embedding Learning for Speaker Recognition. ICASSP (2022)
Hang-Rui Hu, Yan Song, Li-Rong Dai, Ian McLoughlin, Lin Liu
Class-Aware Distribution Alignment based Unsupervised Domain Adaptation for Speaker Verification. INTERSPEECH (2022)
Zi-qiang Zhang, Yan Song, Ming-Hui Wu, Xin Fang, Ian McLoughlin, Li-Rong Dai
Cross-Lingual Self-training to Learn Multilingual Representation for Low-Resource Speech Recognition. Circuits Syst. Signal Process. 41 (12) (2022)
Xu Zheng, Yan Song, Li-Rong Dai, Ian McLoughlin, Lin Liu
An Effective Mutual Mean Teaching Based Domain Adaptation Method for Sound Event Detection. Interspeech (2021)
Zhifu Gao, Yiwu Yao, Shiliang Zhang, Jun Yang, Ming Lei, Ian McLoughlin
Extremely Low Footprint End-to-End ASR System for Smart Device. CoRR (2021)
George Langroudi, Ramaswamy Palaniappan, Ian McLoughlin
Auditory Evoked Potential Detection During Pure-Tone Audiometry. NER (2021)
Xiaoxiao Miao, Ian McLoughlin, Yan Song
Variance Normalised Features for Language and Dialect Discrimination. Circuits Syst. Signal Process. 40 (7) (2021)
Xiaoxiao Miao, Ian McLoughlin, Wenchao Wang, Pengyuan Zhang
D-MONA: A dilated mixed-order non-local attention network for speaker and language recognition. Neural Networks 139 (2021)
Ying Liu, Yan Song, Ian McLoughlin, Lin Liu, Li-Rong Dai
An Effective Deep Embedding Learning Method Based on Dense-Residual Networks for Speaker Verification. ICASSP (2021)
Zhifu Gao, Yiwu Yao, Shiliang Zhang, Jun Yang, Ming Lei, Ian McLoughlin
Extremely Low Footprint End-to-End ASR System for Smart Device. Interspeech (2021)
Huy Phan, Oliver Y. Chén, Philipp Koch, Zongqing Lu, Ian McLoughlin, Alfred Mertins, Maarten De Vos
Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning. IEEE Trans. Biomed. Eng. 68 (6) (2021)
Lam Pham, Huy Phan, Alexander Schindler, Ross King, Alfred Mertins, Ian McLoughlin
Inception-Based Network and Multi-Spectrogram Ensemble Applied To Predict Respiratory Anomalies and Lung Diseases. EMBC (2021)
Huy Phan, Huy Le Nguyen, Oliver Y. Chén, Philipp Koch, Ngoc Q. K. Duong, Ian McLoughlin, Alfred Mertins
Self-Attention Generative Adversarial Network for Speech Enhancement. ICASSP (2021)
Huy Phan, Huy Le Nguyen, Oliver Y. Chén, Lam Dang Pham, Philipp Koch, Ian McLoughlin, Alfred Mertins
Multi-View Audio And Music Classification. ICASSP (2021)
Surej Mouli, Ramaswamy Palaniappan, Jane Ollis, Ian McLoughlin, Rahul Kanegaonkar, Sunil Arora
Tragus based Vagus Nerve Stimulation for Stress Reduction. BIOSIGNALS (2021)
Xu Zheng, Yan Song, Ian McLoughlin, Lin Liu, Li-Rong Dai
An Improved Mean Teacher Based Method for Large Scale Weakly Labeled Semi-Supervised Sound Event Detection. ICASSP (2021)
Lam Dang Pham, Huy Phan, Truc Nguyen, Ramaswamy Palaniappan, Alfred Mertins, Ian McLoughlin
Robust acoustic scene classification using a multi-spectrogram encoder-decoder framework. Digit. Signal Process. 110 (2021)
Ramaswamy Palaniappan, Surej Mouli, Evangelia Fringi, Howard Bowman, Ian McLoughlin
Incandescent Bulb and LED Brake Lights: Novel Analysis of Reaction Times. IEEE Access 9 (2021)
Jian Tang, Jie Zhang, Yan Song, Ian McLoughlin, Li-Rong Dai
Multi-Granularity Sequence Alignment Mapping for Encoder-Decoder Based End-to-End ASR. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Jeannie S. Lee, Muhamed Fauzi Bin Abbas, Chee Kiat Seow, Qi Cao, Kar Peo Yar, Sye Loong Keoh, Ian McLoughlin
Non-Verbal Auditory Aspects of Human-Service Robot Interaction. SOLI (2021)
Huy Phan, Huy Le Nguyen, Oliver Y. Chén, Lam Dang Pham, Philipp Koch, Ian McLoughlin, Alfred Mertins
Multi-view Audio and Music Classification. CoRR (2021)
Hui Wang, Lin Liu, Yan Song, Lei Fang, Ian McLoughlin, Li-Rong Dai
A Weight Moving Average Based Alternate Decoupled Learning Algorithm for Long-Tailed Language Identification. Interspeech (2021)
Lam Pham, Huy Phan, Ramaswamy Palaniappan, Alfred Mertins, Ian McLoughlin
CNN-MoE Based Framework for Classification of Respiratory Anomalies and Lung Disease Detection. IEEE J. Biomed. Health Informatics 25 (8) (2021)
Emmanuel Molefi, Ramaswamy Palaniappan, Ian McLoughlin
Motion Sickness Reduction through Vibro-motor Reprocessing Therapy: A First Study. NER (2021)
Summoogum K, Das D, Dasgupta S, Ian McLoughlin, Christos Efstratiou, Ramaswamy Palaniappan
Acoustic Based Footstep Detection in Pervasive Healthcare. EMBC (2021)
Huy Phan, Lam Pham, Philipp Koch, Ngoc Q. K. Duong, Ian McLoughlin, Alfred Mertins
On Multitask Loss Function for Audio Event Detection and Localization. DCASE (2020)
Lam Dang Pham, Huy Phan, Truc Nguyen, Ramaswamy Palaniappan, Alfred Mertins, Ian McLoughlin
Robust Acoustic Scene Classification using a Multi-Spectrogram Encoder-Decoder Framework. CoRR (2020)
Lam Dang Pham, Ian McLoughlin, Huy Phan, Minh Tran, Truc Nguyen, Ramaswamy Palaniappan
Robust Deep Learning Framework For Predicting Respiratory Anomalies and Diseases. EMBC (2020)
Ian McLoughlin, Zhipeng Xie, Yan Song, Huy Phan, Ramaswamy Palaniappan
Time-Frequency Feature Fusion for Noise Robust Audio Event Classification. Circuits Syst. Signal Process. 39 (3) (2020)
Lam Dang Pham, Ian McLoughlin, Huy Phan, Ramaswamy Palaniappan, Alfred Mertins
Deep Feature Embedding and Hierarchical Classification for Audio Scene Classification. CoRR (2020)
Zhifu Gao, Shiliang Zhang, Ming Lei, Ian McLoughlin
SAN-M: Memory Equipped Self-Attention for End-to-End Speech Recognition. CoRR (2020)
Ramaswamy Palaniappan, Surej Mouli, Evangelia Fringi, Howard Bowman, Ian McLoughlin
Incandescent Bulb and LED Brake Lights: Novel Analysis of Reaction Times. CoRR (2020)
Zhifu Gao, Shiliang Zhang, Ming Lei, Ian McLoughlin
SAN-M: Memory Equipped Self-Attention for End-to-End Speech Recognition. INTERSPEECH (2020)
Xiaoxiao Miao, Ian McLoughlin, Yonghong Yan
A New Time-Frequency Attention Tensor Network for Language Identification. Circuits Syst. Signal Process. 39 (5) (2020)
Lam Dang Pham, Ian McLoughlin, Huy Phan, Minh Tran, Truc Nguyen, Ramaswamy Palaniappan
Robust Deep Learning Framework For Predicting Respiratory Anomalies and Diseases. CoRR (2020)
Jie Yan, Yan Song, Li-Rong Dai, Ian McLoughlin
Task-Aware Mean Teacher Method for Large Scale Weakly Labeled Semi-Supervised Sound Event Detection. ICASSP (2020)
Lam Dang Pham, Ian McLoughlin, Huy Phan, Ramaswamy Palaniappan, Alfred Mertins
Deep Feature Embedding and Hierarchical Classification for Audio Scene Classification. IJCNN (2020)
Lam Dang Pham, Huy Phan, Ross King, Alfred Mertins, Ian McLoughlin
Inception-Based Network and Multi-Spectrogram Ensemble Applied For Predicting Respiratory Anomalies and Lung Diseases. CoRR (2020)
Zi-qiang Zhang, Yan Song, Jian-Shu Zhang, Ian McLoughlin, Li-Rong Dai
Semi-Supervised End-to-End ASR via Teacher-Student Learning with Conditional Posterior Distribution. INTERSPEECH (2020)
Han Tong, Hamid R. Sharifzadeh, Ian McLoughlin
Automatic Assessment of Dysarthric Severity Level Using Audio-Video Cross-Modal Approach in Deep Learning. INTERSPEECH (2020)
Hui Wang, Yan Song, Zengxi Li, Ian McLoughlin, Li-Rong Dai
An Online Speaker-aware Speech Separation Approach Based on Time-domain Representation. ICASSP (2020)
Ying Liu, Yan Song, Yiheng Jiang, Ian McLoughlin, Lin Liu, Li-Rong Dai
An Effective Speaker Recognition Method Based on Joint Identification and Verification Supervisions. INTERSPEECH (2020)
Xu Zheng, Yan Song, Jie Yan, Li-Rong Dai, Ian McLoughlin, Lin Liu
An Effective Perturbation Based Semi-Supervised Learning Method for Sound Event Detection. INTERSPEECH (2020)
Zhifu Gao, Shiliang Zhang, Ming Lei, Ian McLoughlin
Universal ASR: Unifying Streaming and Non-Streaming ASR Using a Single Encoder-Decoder Model. CoRR (2020)
Huy Phan, Huy Le Nguyen, Oliver Y. Chén, Philipp Koch, Ngoc Q. K. Duong, Ian McLoughlin, Alfred Mertins
Self-Attention Generative Adversarial Network for Speech Enhancement. CoRR (2020)
Huy Phan, Lam Dang Pham, Philipp Koch, Ngoc Q. K. Duong, Ian McLoughlin, Alfred Mertins
On Multitask Loss Function for Audio Event Detection and Localization. CoRR (2020)
Jian Tang, Junfeng Hou, Yan Song, Li-Rong Dai, Ian McLoughlin
Effective Exploitation of Posterior Information for Attention-Based Speech Recognition. IEEE Access 8 (2020)
Huy Phan, Oliver Y. Chén, Lam Dang Pham, Philipp Koch, Maarten De Vos, Ian McLoughlin, Alfred Mertins
Spatio-Temporal Attention Pooling for Audio Scene Classification. CoRR (2019)
Xiaoxiao Miao, Ian McLoughlin, Yonghong Yan
A New Time-Frequency Attention Mechanism for TDNN and CNN-LSTM-TDNN, with Application to Language Identification. INTERSPEECH (2019)
Yiheng Jiang, Yan Song, Jie Yan, Lirong Dai, Ian McLoughlin
Triplet-Center Loss Based Deep Embedding Learning Method for Speaker Verification. APSIPA (2019)
Olivier Perrotin, Ian McLoughlin
A Spectral Glottal Flow Model for Source-filter Separation of Speech. ICASSP (2019)
Huy Phan, Oliver Y. Chén, Lam Dang Pham, Philipp Koch, Maarten De Vos, Ian McLoughlin, Alfred Mertins
Spatio-Temporal Attention Pooling for Audio Scene Classification. INTERSPEECH (2019)
Zhifu Gao, Yan Song, Ian McLoughlin, Pengcheng Li, Yiheng Jiang, Li-Rong Dai
Improving Aggregation and Loss Function for Better Embedding Learning in End-to-End Speaker Verification System. INTERSPEECH (2019)
Olivier Perrotin, Ian McLoughlin
GFM-Voc: A Real-Time Voice Quality Modification System. INTERSPEECH (2019)
Lam Dang Pham, Ian McLoughlin, Huy Phan, Ramaswamy Palaniappan
A Robust Framework for Acoustic Scene Classification. INTERSPEECH (2019)
Zengxi Li, Yan Song, Li-Rong Dai, Ian McLoughlin
Listening and Grouping: An Online Autoregressive Approach for Monaural Speech Separation. IEEE ACM Trans. Audio Speech Lang. Process. 27 (4) (2019)
Huy Phan, Oliver Y. Chén, Philipp Koch, Lam Dang Pham, Ian McLoughlin, Alfred Mertins, Maarten De Vos
Unifying Isolated and Overlapping Audio Event Detection with Multi-label Multi-task Convolutional Recurrent Neural Networks. ICASSP (2019)
Yiheng Jiang, Yan Song, Ian McLoughlin, Zhifu Gao, Li-Rong Dai
An Effective Deep Embedding Learning Architecture for Speaker Verification. INTERSPEECH (2019)
Jie Yan, Yan Song, Wu Guo, Li-Rong Dai, Ian McLoughlin, Liang Chen
A Region Based Attention Method for Weakly Supervised Sound Event Detection and Classification. ICASSP (2019)
Huy Phan, Oliver Y. Chén, Philipp Koch, Zongqing Lu, Ian McLoughlin, Alfred Mertins, Maarten De Vos
Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning. CoRR (2019)
Xiaoxiao Miao, Ian McLoughlin
LSTM-TDNN with convolutional front-end for Dialect Identification in the 2019 Multi-Genre Broadcast Challenge. CoRR (2019)
Xiaoxiao Miao, Ian McLoughlin, Shengyu Yao, Yonghong Yan
Improved Conditional Generative Adversarial Net Classification For Spoken Language Recognition. SLT (2018)
Huy Phan, Oliver Y. Chén, Philipp Koch, Lam Dang Pham, Ian McLoughlin, Alfred Mertins, Maarten De Vos
Beyond Equal-Length Snippets: How Long is Sufficient to Recognize an Audio Scene? CoRR (2018)
Ma Jin, Yan Song, Ian McLoughlin, Li-Rong Dai
LID-Senones and Their Statistics for Language Identification. IEEE ACM Trans. Audio Speech Lang. Process. 26 (1) (2018)
Jian Tang, Yan Song, Lirong Dai, Ian McLoughlin
Acoustic Modeling with Densely Connected Residual Network for Multichannel Speech Recognition. INTERSPEECH (2018)
Pengcheng Li, Yan Song, Ian McLoughlin, Wu Guo, Lirong Dai
An Attention Pooling Based Representation Learning Method for Speech Emotion Recognition. INTERSPEECH (2018)
Zengxi Li, Yan Song, Li-Rong Dai, Ian McLoughlin
Source-Aware Context Network for Single-Channel Multi-Speaker Speech Separation. ICASSP (2018)
Zengxi Li, Li-Rong Dai, Yan Song, Ian McLoughlin
A Conditional Generative Model for Speech Enhancement. Circuits Syst. Signal Process. 37 (11) (2018)
Zhifu Gao, Yan Song, Ian McLoughlin, Wu Guo, Lirong Dai
An Improved Deep Embedding Learning Method for Short Duration Speaker Verification. INTERSPEECH (2018)
Ian McLoughlin, Yan Song, Lam Dang Pham, Ramaswamy Palaniappan, Huy Phan, Yue Lang
Early Detection of Continuous and Partial Audio Events Using CNN. INTERSPEECH (2018)
Huy Phan, Philipp Koch, Ian McLoughlin, Alfred Mertins
Enabling Early Audio Event Detection with Neural Networks. ICASSP (2018)
Huy Phan, Oliver Y. Chén, Philipp Koch, Lam Dang Pham, Ian McLoughlin, Alfred Mertins, Maarten De Vos
Unifying Isolated and Overlapping Audio Event Detection with Multi-Label Multi-Task Convolutional Recurrent Neural Networks. CoRR (2018)
Yan Song, Peiseng Wang, Xinhai Hong, Ian McLoughlin
Fisher vector based CNN architecture for image classification. ICIP (2017)
Huy Phan, Philipp Koch, Ian McLoughlin, Alfred Mertins
Enabling Early Audio Event Detection with Neural Networks. CoRR (2017)
Huy Phan, Philipp Koch, Fabrice Katzberg, Marco Maaß, Radoslaw Mazur, Ian McLoughlin, Alfred Mertins
What makes audio event detection harder than classification? EUSIPCO (2017)
Olivier Perrotin, Ian McLoughlin
On the Use of a Spectral Glottal Model for the Source-filter Separation of Speech. CoRR (2017)
Zhipeng Xie, Ian McLoughlin, Haomin Zhang, Yan Song, Wei Xiao
A new variance-based approach for discriminative feature extraction in machine hearing classification using spectrogram features. Digit. Signal Process. 54 (2016)
Zhipeng Xie, Jun Du, Ian McLoughlin, Yong Xu, Feng Ma, Haikun Wang
Deep neural network for robust speech recognition with auxiliary features from laser-Doppler vibrometer sensor. ISCSLP (2016)
Zengxi Li, Yan Song, Ian McLoughlin, Li-Rong Dai
Compact convolutional neural network transfer learning for small-scale image classification. ICASSP (2016)

Ian McLoughlin.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Ian McLoughlin