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Margaret Lech
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2020 – today
- 2023
- [j27]Yi-Hsuan Cheng
, Margaret Lech
Distributed Neural Network System for Multimodal Sleep Stage Detection. IEEE Access 11: 29048-29061 (2023) - [j26]Denis Shitov
Deep Reinforcement Learning for Articulatory Synthesis in a Vowel-to-Vowel Imitation Task. Sensors 23(7): 3437 (2023) - [j25]Yi-Hsuan Cheng
Simultaneous Sleep Stage and Sleep Disorder Detection from Multimodal Sensors Using Deep Learning. Sensors 23(7): 3468 (2023) - 2022
- [j24]Catherine S. Rodriguez
Real-Time Team Performance and Workload Prediction From Voice Communications. IEEE Access 10: 78484-78492 (2022) - 2021
- [j23]Catherine Sandoval Rodriguez
Adversarial Learning Approach to Unsupervised Labeling of Fine Art Paintings. IEEE Access 9: 81969-81985 (2021) - [j22]Zafi Sherhan Syed
Automated Recognition of Alzheimer's Dementia Using Bag-of-Deep-Features and Model Ensembling. IEEE Access 9: 88377-88390 (2021) - [j21]Xingda Chen
A Complete Key Management Scheme for LoRaWAN v1.1. Sensors 21(9): 2962 (2021) - [j20]Maria Vukovic
Cognitive Load Estimation From Speech Commands to Simulated Aircraft. IEEE ACM Trans. Audio Speech Lang. Process. 29: 1011-1022 (2021) - [c48]Yi-Hsuan Cheng
Sleep Stage Recognition from EEG Using a Distributed Multi-Channel Decision-Making System. ICSPCS 2021: 1-7 - [c47]Zafi Sherhan Syed, Muhammad Shehram Shah Syed, Margaret Lech, Elena Pirogova:
Tackling the ADRESSO Challenge 2021: The MUET-RMIT System for Alzheimer's Dementia Recognition from Spontaneous Speech. Interspeech 2021: 3815-3819 - [c46]Kosta Dakic, Bassel Al Homssi, Akram Al-Hourani
LoRa Signal Demodulation Using Deep Learning, a Time-Domain Approach. VTC Spring 2021: 1-6 - [i1]Kosta Dakic, Bassel Al Homssi, Margaret Lech, Akram Al-Hourani:
HybNet: A Hybrid Deep Learning - Matched Filter Approach for IoT Signal Detection. CoRR abs/2111.10557 (2021) - 2020
- [j19]Huynh The Vu
A Hybrid Neural Network for Graph-Based Human Pose Estimation From 2D Images. IEEE Access 8: 52830-52840 (2020) - [j18]Denis Shitov
Learning Acoustic Word Embeddings With Dynamic Time Warping Triplet Networks. IEEE Access 8: 103327-103338 (2020) - [j17]Catherine Sandoval Rodriguez
Prediction of Inter-Personal Trust and Team Familiarity From Speech: A Double Transfer Learning Approach. IEEE Access 8: 225437-225447 (2020) - [j16]Margaret Lech, Melissa N. Stolar, Christopher J. Best, Robert S. Bolia:
Real-Time Speech Emotion Recognition Using a Pre-trained Image Classification Network: Effects of Bandwidth Reduction and Companding. Frontiers Comput. Sci. 2: 14 (2020) - [c45]Aamir Shabbir Hussain, Elena Pirogova
Multi-Label Crowd Size And Location Recognition From Images. ICSPCS 2020: 1-9 - [c44]Catherine Sandoval Rodriguez
Classification of Fine-Art Paintings with Simulated Partial Damages. ICSPCS 2020: 1-8 - [c43]Muhammad Shehram Shah Syed, Elena Pirogova
Multimodal Prediction of Public Trust in Politicians from Speech and Text. ICSPCS 2020: 1-6 - [c42]Sruthy Skaria, Da Huang
Deep-Learning for Hand-Gesture Recognition with Simultaneous Thermal and Radar Sensors. IEEE SENSORS 2020: 1-4 - [c41]Muhammad Shehram Shah Syed, Zafi Sherhan Syed
Automated Screening for Alzheimer's Dementia Through Spontaneous Speech. INTERSPEECH 2020: 2222-2226
2010 – 2019
- 2019
- [j15]Catherine S. Rodriguez
Two-Stage Deep Learning Approach to the Classification of Fine-Art Paintings. IEEE Access 7: 41770-41781 (2019) - [j14]Maria Vukovic
Estimating cognitive load from speech gathered in a complex real-life training exercise. Int. J. Hum. Comput. Stud. 124: 116-133 (2019) - [j13]Ling He, Xiyue Wang
Automatic detection of consonant omission in cleft palate speech. Int. J. Speech Technol. 22(1): 59-65 (2019) - [c40]Quang Tri Chiem, Margaret Lech, Richardt H. Wilkinson:
A Hybrid Two-Stage 3D Object Recognition from Orthogonal Projections. ICSPCS 2019: 1-5 - [c39]Muhammad Shehram Shah Syed, Melissa N. Stolar, Elena Pirogova
Speech Acoustic Features Characterising Individuals with High and Low Public Trust. ICSPCS 2019: 1-9 - [c38]Yadollah Zamanidoost, Sattar Mirzakuchaki, Margaret Lech, Richardt H. Wilkinson:
A Fully Automatic Mid-Diastole Frame Detection in 2D Echocardiography Sequences. ICSPCS 2019: 1-7 - 2018
- [j12]Ling He, Jing Zhang, Qi Liu, Junpeng Zhang, Heng Yin, Margaret Lech:
Automatic detection of glottal stop in cleft palate speech. Biomed. Signal Process. Control. 39: 230-236 (2018) - [c37]Dorian House, Margaret Lech, Melissa N. Stolar:
Using Deep Learning to Identify Potential Roof Spaces for Solar Panels. ICSPCS 2018: 1-6 - [c36]Catherine Sandoval Rodriguez
Classification of Style in Fine-Art Paintings Using Transfer Learning and Weighted Image Patches. ICSPCS 2018: 1-7 - [c35]Denis Shitov, Elena Pirogova
Assessment of Features for Neurocomputational Modeling of Speech Acquisition. ICSPCS 2018: 1-5 - [c34]Melissa N. Stolar, Margaret Lech, Robert S. Bolia, Michael Skinner:
Acoustic Characteristics of Emotional Speech Using Spectrogram Image Classification. ICSPCS 2018: 1-5 - [c33]Xiaoying Wang, Eva Cheng
Automatic tracking of multiple zebrafish larvae with resilience against segmentation errors. ISBI 2018: 1157-1160 - 2017
- [j11]Haytham M. Fayek
Evaluating deep learning architectures for Speech Emotion Recognition. Neural Networks 92: 60-68 (2017) - [c32]Quang Tri Chiem, Richardt H. Wilkinson, Margaret Lech, Eva Cheng
Investigating Keypoint Repeatability for 3D Correspondence Estimation in Cluttered Scenes. DICTA 2017: 1-7 - [c31]Huynh The Vu, Richardt H. Wilkinson, Margaret Lech, Eva Cheng
A Comparison between Anatomy-Based and Data-Driven Tree Models for Human Pose Estimation. DICTA 2017: 1-7 - [c30]Melissa N. Stolar
Real time speech emotion recognition using RGB image classification and transfer learning. ICSPCS 2017: 1-8 - [c29]Melissa N. Stolar
Towards autonomous machine reasoning: Multi-stage classification system with intermediate learning. ICSPCS 2017: 1-6 - 2016
- [j10]Hieu Minh Bui
Object Recognition Using Deep Convolutional Features Transformed by a Recursive Network Structure. IEEE Access 4: 10059-10066 (2016) - [c28]Abas Albahri, Margaret Lech:
Effects of band reduction and coding on speech emotion recognition. ICSPCS 2016: 1-8 - [c27]Abas Albahri, Catherine S. Rodriguez
Artificial bandwidth extension to improve automatic emotion recognition from narrow-band coded speech. ICSPCS 2016: 1-7 - [c26]Haytham M. Fayek
Modeling subjectiveness in emotion recognition with deep neural networks: Ensembles vs soft labels. IJCNN 2016: 566-570 - [c25]Haytham M. Fayek
On the Correlation and Transferability of Features Between Automatic Speech Recognition and Speech Emotion Recognition. INTERSPEECH 2016: 3618-3622 - 2015
- [j9]Ling He, Jing Zhang
Automatic Evaluation of Hypernasality Based on a Cleft Palate Speech Database. J. Medical Syst. 39(5): 61 (2015) - [c24]Ling He, Jie Tan, HuaQing Hao, Ming Tang, Heng Yin, Margaret Lech:
Automatic evaluation of resonance and articulation disorders in cleft palate speech. ChinaSIP 2015: 358-362 - [c23]Melissa N. Stolar
Detection of depression in adolescents based on statistical modeling of emotional influences in parent-adolescent conversations. ICASSP 2015: 987-991 - [c22]Haytham M. Fayek
Towards real-time Speech Emotion Recognition using deep neural networks. ICSPCS 2015: 1-5 - [c21]Abdel Y. Hussenbocus, Margaret Lech, Nicholas B. Allen
Statistical differences in speech acoustics of major depressed and non-depressed adolescents. ICSPCS 2015: 1-7 - [c20]Louis Quinn, Margaret Lech:
Multi-stage classification network for automatic age estimation from facial images. ICSPCS 2015: 1-6 - [c19]Melissa N. Stolar
Prediction of emotional states in parent-adolescent conversations using non-linear autoregressive neural networks. ICSPCS 2015: 1-6 - 2014
- [j8]Kuan Ee Brian Ooi, Margaret Lech
Prediction of major depression in adolescents using an optimized multi-channel weighted speech classification system. Biomed. Signal Process. Control. 14: 228-239 (2014) - [j7]Ling He, Jing Zhang
Automatic Evaluation of Hypernasality and Consonant Misarticulation in Cleft Palate Speech. IEEE Signal Process. Lett. 21(10): 1298-1301 (2014) - 2013
- [j6]Melissa N. Stolar
Introducing Emotions to the Modelingof Intra- and Inter-Personal Influencesin Parent-Adolescent Conversations. IEEE Trans. Affect. Comput. 4(4): 372-385 (2013) - [j5]Kuan Ee Brian Ooi, Margaret Lech, Nicholas B. Allen
Multichannel Weighted Speech Classification System for Prediction of Major Depression in Adolescents. IEEE Trans. Biomed. Eng. 60(2): 497-506 (2013) - [c18]Ling He, Margaret Lech, Jing Zhang
Study of wavelet packet energy entropy for emotion classification in speech and glottal signals. ICDIP 2013: 887834 - 2012
- [c17]Kuan Ee Brian Ooi, Lu-Shih Alex Low, Margaret Lech, Nicholas B. Allen
Early prediction of major depression in adolescents using glottal wave characteristics and Teager Energy parameters. ICASSP 2012: 4613-4616 - 2011
- [j4]Ling He, Margaret Lech, Namunu C. Maddage, Nicholas B. Allen
Study of empirical mode decomposition and spectral analysis for stress and emotion classification in natural speech. Biomed. Signal Process. Control. 6(2): 139-146 (2011) - [j3]Lu-Shih Alex Low, Namunu C. Maddage, Margaret Lech, Lisa Sheeber, Nicholas B. Allen
Detection of Clinical Depression in Adolescents' Speech During Family Interactions. IEEE Trans. Biomed. Eng. 58(3): 574-586 (2011) - 2010
- [c16]Lu-Shih Alex Low, Namunu Chinthaka Maddage, Margaret Lech, Lisa Sheeber, Nicholas B. Allen
Influence of acoustic low-level descriptors in the detection of clinical depression in adolescents. ICASSP 2010: 5154-5157 - [c15]Sheeraz Memon, Margaret Lech, Namunu Chinthaka Maddage:
Information Theoretic Expectation Maximization Based Gaussian Mixture Modeling for Speaker Verification. ICPR 2010: 4536-4540 - [c14]Ling He, Margaret Lech, Nicholas B. Allen:
On the importance of glottal flow spectral energy for the recognition of emotions in speech. INTERSPEECH 2010: 2346-2349
2000 – 2009
- 2009
- [c13]Lu-Shih Alex Low, Namunu Chinthaka Maddage, Margaret Lech, Nicholas B. Allen
Mel frequency cepstral feature and Gaussian Mixtures for modeling clinical depression in adolescents. IEEE ICCI 2009: 346-350 - [c12]Ling He, Margaret Lech, Namunu Chinthaka Maddage, Nicholas B. Allen
Stress and emotion recognition using log-Gabor filter analysis of speech spectrograms. ACII 2009: 1-6 - [c11]Lu-Shih Alex Low, Namunu C. Maddage, Margaret Lech, Lisa Sheeber, Nicholas B. Allen:
Content based clinical depression detection in adolescents. EUSIPCO 2009: 2362-2366 - [c10]Ling He, Margaret Lech, Namunu Chinthaka Maddage, Nicholas B. Allen
Neural Networks and TEO Features for an Automatic Recognition of Stress in Spontaneous Speech. ICNC (2) 2009: 227-231 - [c9]Ling He, Margaret Lech, Namunu Chinthaka Maddage, Nicholas B. Allen
Stress Detection Using Speech Spectrograms and Sigma-pi Neuron Units. ICNC (2) 2009: 260-264 - [c8]Sheeraz Memon, Margaret Lech, Namunu Chinthaka Maddage:
Speaker Verification Based on Different Vector Quantization Techniques with Gaussian Mixture Models. NSS 2009: 403-408 - 2008
- [c7]Seyed Mehdi Lajevardi
Averaged Gabor Filter Features for Facial Expression Recognition. DICTA 2008: 71-76 - [c6]Seyed Mehdi Lajevardi
Facial Expression Recognition Using Neural Networks and Log-Gabor Filters. DICTA 2008: 77-83 - [c5]Sheeraz Memon, Margaret Lech:
Using information theoretic vector quantization for GMM based speaker verification. EUSIPCO 2008: 1-5 - [c4]Sheeraz Memon, Margaret Lech:
Speaker Verification Based on Information Theoretic Vector Quantization. IMTIC 2008: 391-399 - [c3]Ling He, Margaret Lech, Sheeraz Memon, Nicholas B. Allen:
Recognition of stress in speech using wavelet analysis and Teager energy operator. INTERSPEECH 2008: 605-608 - 2004
- [c2]Hai V. Phan, Margaret Lech, Thuc D. Nguyen:
Registration of 3D Range Images Using Particle Swarm Optimization. ASIAN 2004: 223-235 - 2003
- [j2]Chandranath R. N. Athaudage, Alan B. Bradley, Margaret Lech:
Model-Based Speech Signal Coding Using Optimized Temporal Decomposition for Storage and Broadcasting Applications. EURASIP J. Adv. Signal Process. 2003(10): 1016-1026 (2003) - [j1]James H. Nealand, Alan B. Bradley, Margaret Lech:
Overlap-save convolution applied to wavelet analysis. IEEE Signal Process. Lett. 10(2): 47-49 (2003)
1990 – 1999
- 1999
- [c1]Chandranath R. N. Athaudage, Alan B. Bradley, Margaret Lech:
Optimization of a temporal decomposition model of speech. ISSPA 1999: 471-474
Coauthor Index
Namunu Chinthaka Maddage
aka: Namunu C. Maddage
aka: Namunu C. Maddage
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last updated on 2024-10-07 21:26 CEST by the dblp team
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