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2020 – today

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2024
[j32]
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Deboshree Bose, Vidhyasaharan Sethu, Eliathamby Ambikairajah:
Continuous Emotion Ambiguity Prediction: Modeling With Beta Distributions. IEEE Trans. Affect. Comput. 15(3): 1684-1695 (2024)
[c164]
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Eliathamby Ambikairajah, Tharmakulasingam Sirojan, Tharmarajah Thiruvaran, Vidhyasaharan Sethu:
ChatGPT in the Classroom: A Shift in Engineering Design Education. EDUCON 2024: 1-5
[c163]
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Eliathamby Ambikairajah, Tharmarajah Thiruvaran, Vidhyasaharan Sethu, Deepak Mishra, Tharmakulasingam Sirojan:
A Tiered Learning Framework for Self-Guided Engineering Design Education. EDUCON 2024: 1-5
[c162]
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Qiquan Zhang, Meng Ge, Hongxu Zhu, Eliathamby Ambikairajah, Qi Song, Zhaoheng Ni, Haizhou Li:
An Empirical Study on the Impact of Positional Encoding in Transformer-Based Monaural Speech Enhancement. ICASSP 2024: 1001-1005
[i7]
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Qiquan Zhang, Meng Ge, Hongxu Zhu, Eliathamby Ambikairajah, Qi Song, Zhaoheng Ni, Haizhou Li:
An Empirical Study on the Impact of Positional Encoding in Transformer-based Monaural Speech Enhancement. CoRR abs/2401.09686 (2024)
[i6]
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Hanyu Meng, Vidhyasaharan Sethu, Eliathamby Ambikairajah:
What is Learnt by the LEArnable Front-end (LEAF)? Adapting Per-Channel Energy Normalisation (PCEN) to Noisy Conditions. CoRR abs/2404.06702 (2024)
[i5]
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  - journals/corr/abs-2405-12609
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Xiangyu Zhang, Qiquan Zhang, Hexin Liu, Tianyi Xiao, Xinyuan Qian, Beena Ahmed, Eliathamby Ambikairajah, Haizhou Li, Julien Epps:
Mamba in Speech: Towards an Alternative to Self-Attention. CoRR abs/2405.12609 (2024)
[i4]
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  - journals/corr/abs-2406-12236
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Hanyu Meng, Qiquan Zhang, Xiangyu Zhang, Vidhyasaharan Sethu, Eliathamby Ambikairajah:
Binaural Selective Attention Model for Target Speaker Extraction. CoRR abs/2406.12236 (2024)
[i3]
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  - journals/corr/abs-2407-21344
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Jingyao Wu, Ting Dang, Vidhyasaharan Sethu, Eliathamby Ambikairajah:
Dual-Constrained Dynamical Neural ODEs for Ambiguity-aware Continuous Emotion Prediction. CoRR abs/2407.21344 (2024)
2023
[j31]
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  - journals/speech/WickramasingheASELD23
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Buddhi Wickramasinghe, Eliathamby Ambikairajah, Vidhyasaharan Sethu, Julien Epps, Haizhou Li, Ting Dang:
DNN controlled adaptive front-end for replay attack detection systems. Speech Commun. 154: 102973 (2023)
[j30]
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Sadari Jayawardena, Julien Epps, Eliathamby Ambikairajah:
Ordinal Logistic Regression With Partial Proportional Odds for Depression Prediction. IEEE Trans. Affect. Comput. 14(1): 563-577 (2023)
[j29]
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Jingyao Wu, Ting Dang, Vidhyasaharan Sethu, Eliathamby Ambikairajah:
A Novel Markovian Framework for Integrating Absolute and Relative Ordinal Emotion Information. IEEE Trans. Affect. Comput. 14(3): 2089-2101 (2023)
[j28]
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Qiquan Zhang, Xinyuan Qian, Zhaoheng Ni, Aaron Nicolson, Eliathamby Ambikairajah, Haizhou Li:
A Time-Frequency Attention Module for Neural Speech Enhancement. IEEE ACM Trans. Audio Speech Lang. Process. 31: 462-475 (2023)
[c161]
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Jingyao Wu, Ting Dang, Vidhyasaharan Sethu, Eliathamby Ambikairajah:
Belief Mismatch Coefficient (BMC): A Novel Interpretable Measure of Prediction Accuracy for Ambiguous Emotion States. ACII 2023: 1-8
[c160]
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Haoming Wang, Aryan Sharma, Deepak Mishra, Aruna Seneviratne, Eliathamby Ambikairajah:
Keystroke Recognition using WiFi Sensing: An Empirical Study on Robustness. GLOBECOM (Workshops) 2023: 1123-1128
[c159]
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Ting Dang, Antoni Dimitriadis, Jingyao Wu, Vidhyasaharan Sethu, Eliathamby Ambikairajah:
Constrained Dynamical Neural ODE for Time Series Modelling: A Case Study on Continuous Emotion Prediction. ICASSP 2023: 1-5
[c158]
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Jingyao Wu, Ting Dang, Vidhyasaharan Sethu, Eliathamby Ambikairajah:
From Interval to Ordinal: A HMM based Approach for Emotion Label Conversion. INTERSPEECH 2023: 1843-1847
[c157]
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  - conf/interspeech/MengSA23
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Hanyu Meng, Vidhyasaharan Sethu, Eliathamby Ambikairajah:
What is Learnt by the LEArnable Front-end (LEAF)? Adapting Per-Channel Energy Normalisation (PCEN) to Noisy Conditions. INTERSPEECH 2023: 2898-2902
2022
[j27]
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  - journals/tsusc/SirojanLPZA22
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Tharmakulasingam Sirojan, Shibo Lu, Bao Toan Phung, Daming Zhang, Eliathamby Ambikairajah:
Sustainable Deep Learning at Grid Edge for Real-Time High Impedance Fault Detection. IEEE Trans. Sustain. Comput. 7(2): 346-357 (2022)
[c156]
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Jingyao Wu, Ting Dang, Vidhyasaharan Sethu, Eliathamby Ambikairajah:
A Novel Sequential Monte Carlo Framework for Predicting Ambiguous Emotion States. ICASSP 2022: 8567-8571
[c155]
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Eliathamby Ambikairajah, Shaghik Atakaramians, Aruna Seneviratne:
Teaching Engineering Students Equity, Diversity and Inclusion (EDI). TALE 2022: 190-195
2021
[j26]
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Taiba Majid Wani, Teddy Surya Gunawan, Syed Asif Ahmad Qadri, Mira Kartiwi, Eliathamby Ambikairajah:
A Comprehensive Review of Speech Emotion Recognition Systems. IEEE Access 9: 47795-47814 (2021)
[j25]
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Jingyao Wu, Ting Dang, Vidhyasaharan Sethu, Eliathamby Ambikairajah:
Multimodal Affect Models: An Investigation of Relative Salience of Audio and Visual Cues for Emotion Prediction. Frontiers Comput. Sci. 3: 767767 (2021)
[j24]
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Anusuya Arunan, Tharmakulasingam Sirojan, Jayashri Ravishankar, Eliathamby Ambikairajah:
Real-Time Adaptive Differential Feature-Based Protection Scheme for Isolated Microgrids Using Edge Computing. IEEE Syst. J. 15(1): 1318-1328 (2021)
[j23]
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Tharshini Gunendradasan, Eliathamby Ambikairajah, Julien Epps, Vidhyasaharan Sethu, Haizhou Li:
An adaptive transmission line cochlear model based front-end for replay attack detection. Speech Commun. 132: 114-122 (2021)
[j22]
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Elias Aboutanios, Vidhyasaharan Sethu, Eliathamby Ambikairajah, David S. Taubman, Julien Epps:
Teaching Signal Processing Through Frequent and Diverse Design: A Pedagogical Approach. IEEE Signal Process. Mag. 38(3): 133-143 (2021)
[j21]
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Ting Dang, Vidhyasaharan Sethu, Eliathamby Ambikairajah:
Compensation Techniques for Speaker Variability in Continuous Emotion Prediction. IEEE Trans. Affect. Comput. 12(2): 439-452 (2021)
[c154]
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  - conf/interspeech/AhmedBBSMEBCABD21
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Beena Ahmed, Kirrie J. Ballard, Denis Burnham, Tharmakulasingam Sirojan, Hadi Mehmood, Dominique Estival, Elise Baker, Felicity Cox, Joanne Arciuli, Titia Benders, Katherine Demuth, Barbara Kelly, Chloé Diskin-Holdaway, Mostafa Ali Shahin, Vidhyasaharan Sethu, Julien Epps, Chwee Beng Lee, Eliathamby Ambikairajah:
AusKidTalk: An Auditory-Visual Corpus of 3- to 12-Year-Old Australian Children's Speech. Interspeech 2021: 3680-3684
[c153]
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Deboshree Bose, Vidhyasaharan Sethu, Eliathamby Ambikairajah:
Parametric Distributions to Model Numerical Emotion Labels. Interspeech 2021: 4498-4502
[i2]
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  - journals/corr/abs-2108-04605
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Jingyao Wu, Ting Dang, Vidhyasaharan Sethu, Eliathamby Ambikairajah:
A Novel Markovian Framework for Integrating Absolute and Relative Ordinal Emotion Information. CoRR abs/2108.04605 (2021)
2020
[j20]
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Namalka Liyanage, Chamith Wijenayake, Chamira U. S. Edussooriya, Arjuna Madanayake, Pan Agathoklis, Len T. Bruton, Eliathamby Ambikairajah:
Multi-depth filtering and occlusion suppression in 4-D light fields: Algorithms and architectures. Signal Process. 167 (2020)
[j19]
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Branko G. Celler, Phu Ngoc Le, Ahmadreza Argha, Eliathamby Ambikairajah:
GMM-HMM-Based Blood Pressure Estimation Using Time-Domain Features. IEEE Trans. Instrum. Meas. 69(6): 3631-3641 (2020)
[c152]
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Gajan Suthokumar, Vidhyasaharan Sethu, Kaavya Sriskandaraja, Eliathamby Ambikairajah:
Adversarial Multi-Task Learning for Speaker Normalization in Replay Detection. ICASSP 2020: 6609-6613
[c151]
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Eliathamby Ambikairajah, Vidhyasaharan Sethu:
Cochlear Signal Processing: A Platform for Learning the Fundamentals of Digital Signal Processing. ICASSP 2020: 9229-9233
[c150]
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  - conf/iscas/LiyanageWEMCA20
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Namalka Liyanage, Chamith Wijenayake, Chamira U. S. Edussooriya, Arjuna Madanayake, Renato J. Cintra, Eliathamby Ambikairajah:
Low-Complexity Real-Time Light Field Compression using 4-D Approximate DCT. ISCAS 2020: 1-5

2010 – 2019

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2019
[j18]
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Shibo Lu, Tharmakulasingam Sirojan, Bao Toan Phung, Daming Zhang, Eliathamby Ambikairajah:
DA-DCGAN: An Effective Methodology for DC Series Arc Fault Diagnosis in Photovoltaic Systems. IEEE Access 7: 45831-45840 (2019)
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Deboshree Bose, Ting Dang, Vidhyasaharan Sethu, Eliathamby Ambikairajah, Sarith Fernando:
A Novel Bag-of-Optimised-Clusters Front-End for Speech based Continuous Emotion Prediction. ACII 2019: 738-744
[c148]
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Branko G. Celler, Phu Ngoc Le, Ahmadreza Argha, Eliathamby Ambikairajah:
Blood Pressure Estimation Using Time Domain Features of Auscultatory Waveforms and GMM-HMM Classification Approach. EMBC 2019: 208-211
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Buddhi Wickramasinghe, Eliathamby Ambikairajah, Julien Epps, Vidhyasaharan Sethu, Haizhou Li:
Auditory Inspired Spatial Differentiation for Replay Spoofing Attack Detection. ICASSP 2019: 6011-6015
[c146]
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Gajan Suthokumar, Kaavya Sriskandaraja, Vidhyasaharan Sethu, Chamith Wijenayake, Eliathamby Ambikairajah:
Phoneme Specific Modelling and Scoring Techniques for Anti Spoofing System. ICASSP 2019: 6106-6110
[c145]
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Tharshini Gunendradasan, Saad Irtza, Eliathamby Ambikairajah, Julien Epps:
Transmission Line Cochlear Model Based AM-FM Features for Replay Attack Detection. ICASSP 2019: 6136-6140
[c144]
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Sadari Jayawardena, Julien Epps, Eliathamby Ambikairajah:
Evaluation Measures for Depression Prediction and Affective Computing. ICASSP 2019: 6610-6614
[c143]
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Anda Ouyang, Ting Dang, Vidhyasaharan Sethu, Eliathamby Ambikairajah:
Speech Based Emotion Prediction: Can a Linear Model Work? INTERSPEECH 2019: 2813-2817
[c142]
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Tharshini Gunendradasan, Eliathamby Ambikairajah, Julien Epps, Haizhou Li:
An Adaptive-Q Cochlear Model for Replay Spoofing Detection. INTERSPEECH 2019: 2918-2922
[c141]
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Buddhi Wickramasinghe, Eliathamby Ambikairajah, Julien Epps:
Biologically Inspired Adaptive-Q Filterbanks for Replay Spoofing Attack Detection. INTERSPEECH 2019: 2953-2957
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Namalka Liyanage, Chamith Wijenayake, Chamira U. S. Edussooriya, Eliathamby Ambikairajah:
Reduced-Complexity Depth Filtering and Occlusion Suppression using Modulated-Sparse Light Fields. ISCAS 2019: 1-5
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Zihan Pan, Yansong Chua, Jibin Wu, Malu Zhang, Haizhou Li, Eliathamby Ambikairajah:
An efficient and perceptually motivated auditory neural encoding and decoding algorithm for spiking neural networks. CoRR abs/1909.01302 (2019)
2018
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Saad Irtza, Vidhyasaharan Sethu, Eliathamby Ambikairajah, Haizhou Li:
Using language cluster models in hierarchical language identification. Speech Commun. 100: 30-40 (2018)
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Jianbo Ma, Vidhyasaharan Sethu, Eliathamby Ambikairajah, Kong-Aik Lee:
Generalized Variability Model for Speaker Verification. IEEE Signal Process. Lett. 25(12): 1775-1779 (2018)
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Gajan Suthokumar, Kaavya Sriskandaraja, Vidhyasaharan Sethu, Chamith Wijenayake, Eliathamby Ambikairajah, Haizhou Li:
Use of Claimed Speaker Models for Replay Detection. APSIPA 2018: 1038-1046
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Sarith Fernando, Vidhyasaharan Sethu, Eliathamby Ambikairajah, Haizhou Li:
Second Order Factorized Model Adaptation for Short Duration Language Identification. APSIPA 2018: 1440-1447
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Ting Dang, Vidhyasaharan Sethu, Eliathamby Ambikairajah:
Dynamic Multi-Rater Gaussian Mixture Regression Incorporating Temporal Dependencies of Emotion Uncertainty Using Kalman Filters. ICASSP 2018: 4929-4933
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Saad Irtza, Vidhyasaharan Sethu, Eliathamby Ambikairajah, Haizhou Li:
End-to-End Hierarchical Language Identification System. ICASSP 2018: 5199-5203
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Sarith Fernando, Vidhyasaharan Sethu, Eliathamby Ambikairajah:
Factorized Hidden Variability Learning for Adaptation of Short Duration Language Identification Models. ICASSP 2018: 5204-5208
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Jianbo Ma, Vidhyasaharan Sethu, Eliathamby Ambikairajah, Kong-Aik Lee:
Speaker-Phonetic Vector Estimation for Short Duration Speaker Verification. ICASSP 2018: 5264-5268
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Tharshini Gunendradasan, Buddhi Wickramasinghe, Phu Ngoc Le, Eliathamby Ambikairajah, Julien Epps:
Detection of Replay-Spoofing Attacks Using Frequency Modulation Features. INTERSPEECH 2018: 636-640
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Buddhi Wickramasinghe, Saad Irtza, Eliathamby Ambikairajah, Julien Epps:
Frequency Domain Linear Prediction Features for Replay Spoofing Attack Detection. INTERSPEECH 2018: 661-665
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Kaavya Sriskandaraja, Vidhyasaharan Sethu, Eliathamby Ambikairajah:
Deep Siamese Architecture Based Replay Detection for Secure Voice Biometric. INTERSPEECH 2018: 671-675
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Gajan Suthokumar, Vidhyasaharan Sethu, Chamith Wijenayake, Eliathamby Ambikairajah:
Modulation Dynamic Features for the Detection of Replay Attacks. INTERSPEECH 2018: 691-695
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Sarith Fernando, Vidhyasaharan Sethu, Eliathamby Ambikairajah:
Sub-band Envelope Features Using Frequency Domain Linear Prediction for Short Duration Language Identification. INTERSPEECH 2018: 1818-1822
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Namalka Liyanage, Chamith Wijenayake, Chamira U. S. Edussooriya, Arjuna Madanayake, Pan Agathoklis, Eliathamby Ambikairajah, Len T. Bruton:
Low-Complexity 4-D IIR Filters for Multi-Depth Filtering and Occlusion Suppression in Light Fields. ISCAS 2018: 1-5
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Kalani Wataraka Gamage, Ting Dang, Vidhyasaharan Sethu, Julien Epps, Eliathamby Ambikairajah:
Speech-based Continuous Emotion Prediction by Learning Perception Responses related to Salient Events: A Study based on Vocal Affect Bursts and Cross-Cultural Affect in AVEC 2018. AVEC@MM 2018: 47-55
2017
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Kaavya Sriskandaraja, Vidhyasaharan Sethu, Eliathamby Ambikairajah, Haizhou Li:
Front-End for Antispoofing Countermeasures in Speaker Verification: Scattering Spectral Decomposition. IEEE J. Sel. Top. Signal Process. 11(4): 632-643 (2017)
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Kalani Wataraka Gamage, Vidhyasaharan Sethu, Eliathamby Ambikairajah:
Modeling variable length phoneme sequences - A step towards linguistic information for speech emotion recognition in wider world. ACII 2017: 518-523
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Kaavya Sriskandaraja, Gajan Suthokumar, Vidhyasaharan Sethu, Eliathamby Ambikairajah:
Investigating the use of scattering coefficients for replay attack detection. APSIPA 2017: 1195-1198
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Kalani Wataraka Gamage, Vidhyasaharan Sethu, Eliathamby Ambikairajah:
Salience based lexical features for emotion recognition. ICASSP 2017: 5830-5834
[c123]
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Siyuan Chen, Julien Epps, Eliathamby Ambikairajah, Phu Ngoc Le:
An Investigation of Crowd Speech for Room Occupancy Estimation. INTERSPEECH 2017: 324-328
[c122]
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Ting Dang, Vidhyasaharan Sethu, Julien Epps, Eliathamby Ambikairajah:
An Investigation of Emotion Prediction Uncertainty Using Gaussian Mixture Regression. INTERSPEECH 2017: 1248-1252
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Kong-Aik Lee, Ville Hautamäki, Tomi Kinnunen, Anthony Larcher, Chunlei Zhang, Andreas Nautsch, Themos Stafylakis, Gang Liu, Mickaël Rouvier, Wei Rao, Federico Alegre, J. Ma, Man-Wai Mak, Achintya Kumar Sarkar, Héctor Delgado, Rahim Saeidi, Hagai Aronowitz, Aleksandr Sizov, Hanwu Sun, Trung Hieu Nguyen, Guangsen Wang, Bin Ma, Ville Vestman, Md. Sahidullah, M. Halonen, Anssi Kanervisto, Gaël Le Lan, Fahimeh Bahmaninezhad, Sergey Isadskiy, Christian Rathgeb, Christoph Busch, Georgios Tzimiropoulos, Q. Qian, Z. Wang, Q. Zhao, T. Wang, H. Li, J. Xue, S. Zhu, R. Jin, T. Zhao, Pierre-Michel Bousquet, Moez Ajili, Waad Ben Kheder, Driss Matrouf, Zhi Hao Lim, Chenglin Xu, Haihua Xu, Xiong Xiao, Eng Siong Chng, Benoit G. B. Fauve, Kaavya Sriskandaraja, Vidhyasaharan Sethu, W. W. Lin, Dennis Alexander Lehmann Thomsen, Zheng-Hua Tan, Massimiliano Todisco, Nicholas W. D. Evans, Haizhou Li, John H. L. Hansen, Jean-François Bonastre, Eliathamby Ambikairajah:
The I4U Mega Fusion and Collaboration for NIST Speaker Recognition Evaluation 2016. INTERSPEECH 2017: 1328-1332
[c120]
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Jianbo Ma, Vidhyasaharan Sethu, Eliathamby Ambikairajah, Kong-Aik Lee:
Incorporating Local Acoustic Variability Information into Short Duration Speaker Verification. INTERSPEECH 2017: 1502-1506
[c119]
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Saad Irtza, Vidhyasaharan Sethu, Eliathamby Ambikairajah, Haizhou Li:
Investigating Scalability in Hierarchical Language Identification System. INTERSPEECH 2017: 2581-2585
[c118]
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Gajan Suthokumar, Kaavya Sriskandaraja, Vidhyasaharan Sethu, Chamith Wijenayake, Eliathamby Ambikairajah:
Independent Modelling of High and Low Energy Speech Frames for Spoofing Detection. INTERSPEECH 2017: 2606-2610
[c117]
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Sarith Fernando, Vidhyasaharan Sethu, Eliathamby Ambikairajah, Julien Epps:
Bidirectional Modelling for Short Duration Language Identification. INTERSPEECH 2017: 2809-2813
[c116]
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Anusuya Arunan, Jayashri Ravishankar, Eliathamby Ambikairajah:
Real time stability enhancement for islanded microgrids. ISGT Asia 2017: 1-5
[c115]
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Tharmakulasingam Sirojan, Bao Toan Phung, Eliathamby Ambikairajah:
Intelligent edge analytics for load identification in smart meters. ISGT Asia 2017: 1-5
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Ediz Cetin, Chamith Wijenayake, Vidhyasaharan Sethu, Eliathamby Ambikairajah:
A flipped mode approach to teaching an electronic system design course. TALE 2017: 223-228
2016
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Saad Irtza, Vidhyasaharan Sethu, Haris Bavattichalil, Eliathamby Ambikairajah, Haizhou Li:
A hierarchical framework for language identification. ICASSP 2016: 5820-5824
[c112]
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Jianbo Ma, Saad Irtza, Kaavya Sriskandaraja, Vidhyasaharan Sethu, Eliathamby Ambikairajah:
Parallel Speaker and Content Modelling for Text-Dependent Speaker Verification. INTERSPEECH 2016: 435-439
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Ting Dang, Vidhyasaharan Sethu, Eliathamby Ambikairajah:
Factor Analysis Based Speaker Normalisation for Continuous Emotion Prediction. INTERSPEECH 2016: 913-917
[c110]
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Kaavya Sriskandaraja, Vidhyasaharan Sethu, Phu Ngoc Le, Eliathamby Ambikairajah:
Investigation of Sub-Band Discriminative Information Between Spoofed and Genuine Speech. INTERSPEECH 2016: 1710-1714
[c109]
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Jianbo Ma, Vidhyasaharan Sethu, Eliathamby Ambikairajah, Kong-Aik Lee:
Twin Model G-PLDA for Duration Mismatch Compensation in Text-Independent Speaker Verification. INTERSPEECH 2016: 1853-1857
[c108]
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Sarith Fernando, Vidhyasaharan Sethu, Eliathamby Ambikairajah:
A Feature Normalisation Technique for PLLR Based Language Identification Systems. INTERSPEECH 2016: 2925-2929
[c107]
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Saad Irtza, Vidhyasaharan Sethu, Sarith Fernando, Eliathamby Ambikairajah, Haizhou Li:
Out of Set Language Modelling in Hierarchical Language Identification. INTERSPEECH 2016: 3270-3274
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Kishore Bhowmik, Eliathamby Ambikairajah, Gang-Ding Peng, Yanhua Luo, Ginu Rajan:
High-sensitivity polymer fibre Bragg grating sensor for biomedical applications. SAS 2016: 1-5
2015
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Tet Fei Yap, Julien Epps, Eliathamby Ambikairajah, Eric H. C. Choi:
Voice source under cognitive load: Effects and classification. Speech Commun. 72: 74-95 (2015)
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Kalani Wataraka Gamage, Vidhyasaharan Sethu, Phu Ngoc Le, Eliathamby Ambikairajah:
An i-vector GPLDA system for speech based emotion recognition. APSIPA 2015: 289-292
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Saad Irtza, Haris Bavattichalil, Vidhyasaharan Sethu, Eliathamby Ambikairajah:
Scalable I-vector concatenation for PLDA based language identification system. APSIPA 2015: 1182-1185
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Branko G. Celler, Jim Basilakis, Kathryn Goozee, Eliathamby Ambikairajah:
Non-Invasive measurement of blood pressure - Why we should look at BP traces rather than listen to Korotkoff sounds. EMBC 2015: 5964-5967
[c102]
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Saad Irtza, Vidhyasaharan Sethu, Phu Ngoc Le, Eliathamby Ambikairajah, Haizhou Li:
Phonemes frequency based PLLR dimensionality reduction for language recognition. INTERSPEECH 2015: 997-1001
[c101]
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Zhaocheng Huang, Julien Epps, Eliathamby Ambikairajah:
An investigation of emotion change detection from speech. INTERSPEECH 2015: 1329-1333
[c100]
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Kaavya Sriskandaraja, Vidhyasaharan Sethu, Phu Ngoc Le, Eliathamby Ambikairajah:
A model based voice activity detector for noisy environments. INTERSPEECH 2015: 2297-2301
2014
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Jia Min Karen Kua, Vidhyasaharan Sethu, Phu Ngoc Le, Eliathamby Ambikairajah:
The UNSW submission to INTERSPEECH 2014 compare cognitive load challenge. INTERSPEECH 2014: 746-750
2013
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Vidhyasaharan Sethu, Eliathamby Ambikairajah, Julien Epps:
On the use of speech parameter contours for emotion recognition. EURASIP J. Audio Speech Music. Process. 2013: 19 (2013)
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Jia Min Karen Kua, Julien Epps, Eliathamby Ambikairajah:
i-Vector with sparse representation classification for speaker verification. Speech Commun. 55(5): 707-720 (2013)
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Vidhyasaharan Sethu, Julien Epps, Eliathamby Ambikairajah:
Speaker variability in speech based emotion models - Analysis and normalisation. ICASSP 2013: 7522-7526
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Nicholas Cummins, Julien Epps, Eliathamby Ambikairajah:
Spectro-temporal analysis of speech affected by depression and psychomotor retardation. ICASSP 2013: 7542-7546
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Phyu P. Khing, Eliathamby Ambikairajah, Brett A. Swanson:
Predicting the effect of AGC on speech intelligibility of cochlear implant recipients in noise. ICASSP 2013: 8061-8065
[c95]
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Vidhyasaharan Sethu, Julien Epps, Eliathamby Ambikairajah, Haizhou Li:
GMM based speaker variability compensated system for interspeech 2013 compare emotion challenge. INTERSPEECH 2013: 205-209
[c94]
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Rahim Saeidi, Kong-Aik Lee, Tomi Kinnunen, Tawfik Hasan, Benoit G. B. Fauve, Pierre-Michel Bousquet, Elie Khoury, Pablo Luis Sordo Martinez, Jia Min Karen Kua, Changhuai You, Hanwu Sun, Anthony Larcher, Padmanabhan Rajan, Ville Hautamäki, Cemal Hanilçi, Billy Braithwaite, Rosa González Hautamäki, Seyed Omid Sadjadi, Gang Liu, Hynek Boril, Navid Shokouhi, Driss Matrouf, Laurent El Shafey, Pejman Mowlaee, Julien Epps, Tharmarajah Thiruvaran, David A. van Leeuwen, Bin Ma, Haizhou Li, John H. L. Hansen, Jean-François Bonastre, Sébastien Marcel, John S. D. Mason, Eliathamby Ambikairajah:
I4u submission to NIST SRE 2012: a large-scale collaborative effort for noise-robust speaker verification. INTERSPEECH 2013: 1986-1990
2012
[c93]
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Eliathamby Ambikairajah, Jia Min Karen Kua, Vidhyasaharan Sethu, Haizhou Li:
PNCC-ivector-SRC based speaker verification. APSIPA 2012: 1-7
[c92]
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Zhizheng Wu, Tomi Kinnunen, Engsiong Chng, Haizhou Li, Eliathamby Ambikairajah:
A study on spoofing attack in state-of-the-art speaker verification: the telephone speech case. APSIPA 2012: 1-5
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W. Mai, Bao Toan Phung, Eliathamby Ambikairajah:
Detection of high impedance faults in medium voltage distribution networks. A-SSCC 2012: 562-567
[c90]
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Ni Ding, Vidhyasaharan Sethu, Julien Epps, Eliathamby Ambikairajah:
Speaker variability in emotion recognition - an adaptation based approach. ICASSP 2012: 5101-5104
[c89]
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Jia Min Karen Kua, Tharmarajah Thiruvaran, Eliathamby Ambikairajah:
A Non-Uniform Filterbank for Speaker Recognition. INTERSPEECH 2012: 2274-2277
[c88]
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Chang Huai You, Haizhou Li, Eliathamby Ambikairajah, Kong-Aik Lee, Bin Ma:
Bhattacharyya-based GMM-SVM system with adaptive relevance factor for pair language recognition. Odyssey 2012: 338-345
2011
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Tet Fei Yap, Julien Epps, Eliathamby Ambikairajah, Eric H. C. Choi:
Formant Frequencies under Cognitive Load: Effects and Classification. EURASIP J. Adv. Signal Process. 2011 (2011)
[j10]
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Phu Ngoc Le, Eliathamby Ambikairajah, Julien Epps, Vidhyasaharan Sethu, Eric H. C. Choi:
Investigation of spectral centroid features for cognitive load classification. Speech Commun. 53(4): 540-551 (2011)
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Phu Ngoc Le, Vidhyasaharan Sethu, Eliathamby Ambikairajah, Jia Min Karen Kua:
Investigation of the robustness of a non-uniform filterbank for cognitive load classification. ICICS 2011: 1-5
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Phyu P. Khing, Eliathamby Ambikairajah, Brett A. Swanson:
Effect of fast AGC on cochlear implant speech intelligibility. ICASSP 2011: 285-288
[c85]
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Jia Min Karen Kua, Eliathamby Ambikairajah, Julien Epps, Roberto Togneri:
Speaker verification using sparse representation classification. ICASSP 2011: 4548-4551
[c84]
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Jia Min Karen Kua, Julien Epps, Mohaddeseh Nosratighods, Eliathamby Ambikairajah, Eric H. C. Choi:
Using clustering comparison measures for speaker recognition. ICASSP 2011: 5452-5455
[c83]
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Tet Fei Yap, Julien Epps, Eliathamby Ambikairajah, Eric H. C. Choi:
Voice source features for cognitive load classification. ICASSP 2011: 5700-5703
2010
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Teddy Surya Gunawan, Eliathamby Ambikairajah, Julien Epps:
Perceptual speech enhancement exploiting temporal masking properties of human auditory system. Speech Commun. 52(5): 381-393 (2010)
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Mohaddeseh Nosratighods, Eliathamby Ambikairajah, Julien Epps, Michael J. Carey:
A segment selection technique for speaker verification. Speech Commun. 52(9): 753-761 (2010)
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Ning Wang, Stephen James Redmond, Eliathamby Ambikairajah, Branko G. Celler, Nigel H. Lovell:
Can Triaxial Accelerometry Accurately Recognize Inclined Walking Terrains? IEEE Trans. Biomed. Eng. 57(10): 2506-2516 (2010)
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Bo Yin, Eliathamby Ambikairajah, Fang Chen:
Language-Dependent Contribution Measuring and Weighting for Combining Likelihood Scores in Language Identification Systems. J. Signal Process. Syst. 59(2): 201-210 (2010)
[c82]
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Tet Fei Yap, Julien Epps, Eric H. C. Choi, Eliathamby Ambikairajah:
Glottal features for speech-based cognitive load classification. ICASSP 2010: 5234-5237
[c81]
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Phu Ngoc Le, Julien Epps, Eric H. C. Choi, Eliathamby Ambikairajah:
A Study of Voice Source and Vocal Tract Filter Based Features in Cognitive Load Classification. ICPR 2010: 4516-4519
[c80]
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Tet Fei Yap, Julien Epps, Eliathamby Ambikairajah, Eric H. C. Choi:
An investigation of formant frequencies for cognitive load classification. INTERSPEECH 2010: 2022-2025
[c79]
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Tet Fei Yap, Eliathamby Ambikairajah, Julien Epps, Eric H. C. Choi:
Cognitive load classification using formant features. ISSPA 2010: 221-224
[c78]
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Jia Min Karen Kua, Tharmarajah Thiruvaran, Mohaddeseh Nosratighods, Eliathamby Ambikairajah, Julien Epps:
Investigation of Spectral Centroid Magnitude and Frequency for Speaker Recognition. Odyssey 2010: 7
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Vinu V. Das, R. Vijayakumar, K. G. Srinivasa, Hatim A. Aboalsamh, Mohammad Hammoudeh, Vahid Salmani, Dinesh Kumar Tyagi, Anjali Mohapatra, Bharatheesh Jaysimha, Eliathamby Ambikairajah, Jonathan M. Blackledge:
Information and Communication Technologies - International Conference, ICT 2010, Kochi, Kerala, India, September 7-9, 2010. Proceedings. Communications in Computer and Information Science 101, Springer 2010, ISBN 978-3-642-15765-3 [contents]

2000 – 2009

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2009
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Ronny K. Ibrahim, Eliathamby Ambikairajah, Branko G. Celler, Nigel H. Lovell:
Linear predictive modelling of gait patterns. ICASSP 2009: 425-428
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Haizhou Li, Bin Ma, Kong-Aik Lee, Hanwu Sun, Donglai Zhu, Khe Chai Sim, Changhuai You, Rong Tong, Ismo Kärkkäinen, Chien-Lin Huang, Vladimir Pervouchine, Wu Guo, Yijie Li, Li-Rong Dai, Mohaddeseh Nosratighods, Tharmarajah Thiruvaran, Julien Epps, Eliathamby Ambikairajah, Chng Eng Siong, Tanja Schultz, Qin Jin:
The I4U system in NIST 2008 speaker recognition evaluation. ICASSP 2009: 4201-4204
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Mohaddeseh Nosratighods, Tharmarajah Thiruvaran, Julien Epps, Eliathamby Ambikairajah, Bin Ma, Haizhou Li:
Evaluation of a fused FM and cepstral-based speaker recognition system on the NIST 2008 SRE. ICASSP 2009: 4233-4236
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Bo Yin, Eliathamby Ambikairajah, Fang Chen:
Voiced/unvoiced pattern-based duration modeling for language identification. ICASSP 2009: 4341-4344
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Vidhyasaharan Sethu, Eliathamby Ambikairajah, Julien Epps:
Speaker dependency of spectral features and speech production cues for automatic emotion classification. ICASSP 2009: 4693-4696
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Tet Fei Yap, Eliathamby Ambikairajah, Eric H. C. Choi, Fang Chen:
Phase based features for cognitive load measurement system. ICASSP 2009: 4825-4828
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Ning Wang, Eliathamby Ambikairajah, Stephen J. Redmond, Branko G. Celler, Nigel H. Lovell:
Classification of walking patterns on inclined surfaces from accelerometry data. DPS 2009: 1-4
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Liang Wang, Eliathamby Ambikairajah, Eric H. C. Choi:
Robust language identification based on fused phonotactic information with MLKSFM pre-classifier. ICME 2009: 121-124
[c69]
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Tharmarajah Thiruvaran, Eliathamby Ambikairajah, Julien Epps:
Analysis of band structures for speaker-specific information in FM feature extraction. INTERSPEECH 2009: 1111-1114
[c68]
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Vidhyasaharan Sethu, Eliathamby Ambikairajah, Julien Epps:
Pitch contour parameterisation based on linear stylisation for emotion recognition. INTERSPEECH 2009: 2011-2014
[c67]
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Jia Min Karen Kua, Julien Epps, Eliathamby Ambikairajah, Eric H. C. Choi:
LS regularization of group delay features for speaker recognition. INTERSPEECH 2009: 2887-2890
[c66]
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Phu Ngoc Le, Eliathamby Ambikairajah, Eric H. C. Choi:
Improvement of Vietnamese Tone Classification using FM and MFCC Features. RIVF 2009: 1-4
2008
[j5]
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Vidhyasaharan Sethu, Eliathamby Ambikairajah, Linlin Ge:
Selective Weighting of Undecimated Wavelet Coefficients for Noise Reduction in SAR Interferograms. EURASIP J. Adv. Signal Process. 2008 (2008)
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Mahmood Akhtar, Julien Epps, Eliathamby Ambikairajah:
Signal Processing in Sequence Analysis: Advances in Eukaryotic Gene Prediction. IEEE J. Sel. Top. Signal Process. 2(3): 310-321 (2008)
[c65]
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Ning Wang, Eliathamby Ambikairajah, Branko G. Celler, Nigel H. Lovell:
Accelerometry based classification of gait patterns using empirical mode decomposition. ICASSP 2008: 617-620
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Mahmood Akhtar, Eliathamby Ambikairajah, Julien Epps:
Optimizing period-3 methods for eukaryotic gene prediction. ICASSP 2008: 621-624
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Bo Yin, Fang Chen, Natalie Ruiz, Eliathamby Ambikairajah:
Speech-based cognitive load monitoring system. ICASSP 2008: 2041-2044
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Eliathamby Ambikairajah, Julien Epps, Samuel J. Freney, Ming Sheng:
A self-directed learning approach to signal processing education. ICASSP 2008: 2645-2648
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Bo Yin, Eliathamby Ambikairajah, Fang Chen:
Improvements on hierarchical language identification based on automatic language clustering. ICASSP 2008: 4241-4244
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Liang Wang, Eliathamby Ambikairajah, Eric H. C. Choi:
Language identification using MLKSFM for pre-classification with novel front-end features. ICASSP 2008: 4245-4248
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Vidhyasaharan Sethu, Eliathamby Ambikairajah, Julien Epps:
Empirical mode decomposition based weighted frequency feature for speech-based emotion classification. ICASSP 2008: 5017-5020
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Mahmood Akhtar, Eliathamby Ambikairajah, Julien Epps:
Digital Signal Processing Techniques for Gene Finding in Eukaryotes. ICISP 2008: 144-152
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Vidhyasaharan Sethu, Eliathamby Ambikairajah, Julien Epps:
Phonetic and speaker variations in automatic emotion classification. INTERSPEECH 2008: 617-620
[c56]
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Bo Yin, Tharmarajah Thiruvaran, Eliathamby Ambikairajah, Fang Chen:
Introducing a FM based feature to hierarchical language identification. INTERSPEECH 2008: 731-734
[c55]
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Tharmarajah Thiruvaran, Eliathamby Ambikairajah, Julien Epps:
FM features for automatic forensic speaker recognition. INTERSPEECH 2008: 1497-1500
[c54]
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C. H. Kwon, J. K. Choi, Eliathamby Ambikairajah:
Performance improvement of text-independent speaker verification systems based on histogram enhancement in noisy environments. INTERSPEECH 2008: 1901-1904
[c53]
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Bo Yin, Natalie Ruiz, Fang Chen, Eliathamby Ambikairajah:
Exploring classification techniques in speech based cognitive load monitoring. INTERSPEECH 2008: 2478-2481
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Bo Yin, Natalie Ruiz, Fang Chen, Eliathamby Ambikairajah:
Investigating speech features and automatic measurement of cognitive load. MMSP 2008: 988-993
2007
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Dan Meng, Vidhyasaharan Sethu, Eliathamby Ambikairajah, Linlin Ge:
A Novel Technique for Noise Reduction in InSAR Images. IEEE Geosci. Remote. Sens. Lett. 4(2): 226-230 (2007)
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Eliathamby Ambikairajah, Julien Epps, Ming Sheng, Branko G. Celler:
Tablet PC and Electronic Whiteboard Use in Signal Processing Education [DSP Education]. IEEE Signal Process. Mag. 24(1): 130-133 (2007)
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Liang Wang, Eliathamby Ambikairajah, Eric H. C. Choi:
A comparisonal study of the multi-layer Kohonen self-organizing feature maps for spoken language identification. ASRU 2007: 402-407
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Bo Yin, Eliathamby Ambikairajah, Fang Chen:
A novel weighting technique for fusing Language Identification systems based on pair-wise performances. ASRU 2007: 408-412
[c49]
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Liang Wang, Eliathamby Ambikairajah, Eric H. C. Choi:
Automatic language recognition with tonal and non-tonal language pre-classification. EUSIPCO 2007: 2375-2379
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Mohaddeseh Nosratighods, Eliathamby Ambikairajah, Julien Epps, Michael J. Carey:
P-Value Segment Selection Technique for Speaker Verification. ICASSP (4) 2007: 269-272
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Mahmood Akhtar, Julien Epps, Eliathamby Ambikairajah:
Time and Frequency Domain Methods for Gene and Exon Prediction in Eukaryotes. ICASSP (2) 2007: 573-576
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Mahmood Akhtar, Eliathamby Ambikairajah, Julien Epps:
GMM-Based Classification of Genomic Sequences. DSP 2007: 103-106
[c45]
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Nelly Christina Laydrus, Eliathamby Ambikairajah, Branko G. Celler:
Automated Sound Analysis System for Home Telemonitoring using Shifted Delta Cepstral Features. DSP 2007: 135-138
[c44]
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Ronny K. Ibrahim, Eliathamby Ambikairajah, Branko G. Celler, Nigel H. Lovell:
Time-Frequency Based Features for Classification of Walking Patterns. DSP 2007: 187-190
[c43]
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Tharmarajah Thiruvaran, Eliathamby Ambikairajah, Julien Epps:
Normalization of Modulation Features for Speaker Recognition. DSP 2007: 599-602
[c42]
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Vidhyasaharan Sethu, Eliathamby Ambikairajah, Julien Epps:
Speaker Normalisation for Speech-Based Emotion Detection. DSP 2007: 611-614
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Liang Wang, Eliathamby Ambikairajah, Eric H. C. Choi:
A Novel Method for Automatic Tonal and Non-Tonal Language Classification. ICME 2007: 352-355
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Liang Wang, Eliathamby Ambikairajah, Eric H. C. Choi:
Multi-layer kohonen self-organizing feature map for language identification. INTERSPEECH 2007: 174-177
[c39]
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Bo Yin, Eliathamby Ambikairajah, Fang Chen:
Hierarchical language identification based on automatic language clustering. INTERSPEECH 2007: 178-181
[c38]
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Vidhyasaharan Sethu, Eliathamby Ambikairajah, Julien Epps:
Group delay features for emotion detection. INTERSPEECH 2007: 2273-2276
2006
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Felicity Allen, Eliathamby Ambikairajah, Nigel H. Lovell, Branko G. Celler:
An Adapted Gaussian Mixture Model Approach to Accelerometry-Based Movement Classification Using Time-Domain Features. EMBC 2006: 3600-3603
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Teddy Surya Gunawan, Eliathamby Ambikairajah:
A New Forward Masking Model and its Application to Speech Enhancement. ICASSP (1) 2006: 149-152
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Felicity Allen, Eliathamby Ambikairajah, Julien Epps:
Warped Magnitude and Phase-Based Features for Language Identification. ICASSP (1) 2006: 201-204
[c34]
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Mahmood Akhtar, Eliathamby Ambikairajah, Julien Epps:
A Hybrid Method for the Recognition of Acceptor Splice Sites. ICECS 2006: 565-568
[c33]
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Liang Wang, Eliathamby Ambikairajah, Eric H. C. Choi:
Multi-lingual Phoneme Recognition and Language Identification Using Phonotactic Information. ICPR (4) 2006: 245-248
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Bo Yin, Eliathamby Ambikairajah, Fang Chen:
Combining Cepstral and Prosodic Features in Language Identification. ICPR (4) 2006: 254-257
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Mohaddeseh Nosratighods, Eliathamby Ambikairajah, Julien Epps:
Speaker Verification Using A Novel Set of Dynamic Features. ICPR (4) 2006: 266-269
[c30]
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Liang Wang, Eliathamby Ambikairajah, Eric H. C. Choi:
Automatic Tonal and Non-Tonal Language Classification and Language Identification Using Prosodic Information. ISCSLP 2006
[c29]
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Sayanthan Logeswaran, Eliathamby Ambikairajah, Julien Epps:
Computational Identification of Short Initial Exons. PRIB 2006: 42-48
2005
[c28]
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Julien Epps, Eliathamby Ambikairajah:
Visualisation of Reduced-Dimension Microarray Data Using Gaussian Mixture Models. APVIS 2005: 141-146
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Eliathamby Ambikairajah, Julien Epps, Ming Sheng, Branko G. Celler, Peter Chen:
Experiences with an electronic whiteboard teaching laboratory and tablet PC based lecture presentations [DSP courses]. ICASSP (5) 2005: 565-568
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Teddy Surya Gunawan, Ferdinan Sinaga, Eliathamby Ambikairajah:
Development and evaluation of an over-sampled wavelet packet audio coder. ISSPA 2005: 9-12
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Eliathamby Ambikairajah, Julien Epps, Mahmood Akhtar:
Gene and exon prediction using time domain algorithms. ISSPA 2005: 199-202
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Omer Mohsin Mubarak, Eliathamby Ambikairajah, Julien Epps:
Analysis of an MFCC-based audio indexing system for efficient coding of multimedia sources. ISSPA 2005: 619-622
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Felicity Allen, Eliathamby Ambikairajah, Julien Epps:
Language Identification using Warping and the Shifted Delta Cepstrum. MMSP 2005: 1-4
2004
[c22]
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Teddy Surya Gunawan, Eliathamby Ambikairajah, Julien Epps:
Perceptual wavelet packet audio coder. INTERSPEECH 2004: 2005-2008
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Christine Sénac, Eliathamby Ambikairajah:
Audio indexing using feature warping and fusion techniques. MMSP 2004: 359-362
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Christine Sénac, Eliathamby Ambikairajah:
Audio Classification for Radio Broadcast Indexing: Feature Normalization and Multiple Classifiers Decision. PCM (2) 2004: 882-889
2003
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Lee Lin, W. Harvey Holmes, Eliathamby Ambikairajah:
Subband noise estimation for speech enhancement using a perceptual Wiener filter. ICASSP (1) 2003: 80-83
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Eliathamby Ambikairajah, Julien Epps, Ming Sheng, Branko G. Celler:
Evaluation of a virtual teaching laboratory for signal processing education. ICASSP (3) 2003: 757-760
2002
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Lee Lin, Eliathamby Ambikairajah, W. Harvey Holmes:
Speech enhancement for nonstationary noise environment. APCCAS (1) 2002: 177-180
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L. H. Mehrpour, Eliathamby Ambikairajah:
Cell loss analysis of self-similar traffic in ATM network. APCCAS (2) 2002: 457-460
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Lee Lin, Lie Jasa Linawati, Eliathamby Ambikairajah:
A hybrid state estimation scheme for power systems. APCCAS (1) 2002: 555-558
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Lee Lin, W. Harvey Holmes, Eliathamby Ambikairajah:
Speech enhancement based on a perceptual modification of wiener filtering. INTERSPEECH 2002: 781-784
2001
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Eliathamby Ambikairajah, Julien Epps, Lee Lin:
Wideband speech and audio coding using gammatone filter banks. ICASSP 2001: 773-776
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Lee Lin, Eliathamby Ambikairajah, W. Harvey Holmes:
Log-magnitude modelling of auditory tuning curves. ICASSP 2001: 3293-3296
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Lee Lin, Eliathamby Ambikairajah, W. Harvey Holmes:
Auditory filter bank design using masking curves. INTERSPEECH 2001: 411-414
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Lee Lin, W. Harvey Holmes, Eliathamby Ambikairajah:
Auditory filter bank inversion. ISCAS (2) 2001: 537-540

1990 – 1999

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1998
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Eliathamby Ambikairajah, Graham Tattersall, Andrew Davis:
Wavelet transform-based speech enhancement. ICSLP 1998
1997
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M. Lynch, Eliathamby Ambikairajah, Andrew Davis:
Comparison of auditory masking models for speech coding. EUROSPEECH 1997: 1495-1498
1995
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Edward Jones, Eliathamby Ambikairajah:
Pitch extraction of telephone bandwidth speech using a place-temporal approach. EUROSPEECH 1995: 123-126
1994
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Eliathamby Ambikairajah, Owen Friel, William Millar:
A speech recognition system using both auditory and afferent pathway signal processing. ICSLP 1994: 1487-1490
1993
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Eliathamby Ambikairajah, M. Keane, A. Kelly, Liam Kilmartin, Graham Tattersall:
Predictive models for speaker verification. Speech Commun. 13(3-4): 417-425 (1993)
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Eliathamby Ambikairajah, M. Keane, Liam Kilmartin, Graham Tattersall:
The application of the wavelet transform for speech processing. EUROSPEECH 1993: 151-154
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Edward Jones, Eliathamby Ambikairajah:
Comparison of various adaptation mechanisms in an auditory model for the purpose of speech processing. EUROSPEECH 1993: 717-720
1992
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S. Lennon, Eliathamby Ambikairajah:
Transputer implementation of front-end processors for speech recognition systems. ICSLP 1992: 1531-1534
1991
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Edward Jones, Eliathamby Ambikairajah:
A perceptually-based pitch extractor for band-limited speech. EUROSPEECH 1991: 449-452
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Eliathamby Ambikairajah, Liam Kilmartin:
An adaptive cochlear model for speech recognition. EUROSPEECH 1991: 1331-1334

1980 – 1989

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1982
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Eliathamby Ambikairajah:
Efficient digital techniques for speech processing. Keele University, UK, 1982

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