Roberto Togneri
Orcid: 0000-0002-3778-4633
According to our database1,
Roberto Togneri
authored at least 165 papers
between 1990 and 2023.
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Bibliography
2023
Pattern Recognit., October, 2023
HIN-RNN: A Graph Representation Learning Neural Network for Fraudster Group Detection With No Handcrafted Features.
IEEE Trans. Neural Networks Learn. Syst., August, 2023
Acoustic characterization and machine prediction of perceived masculinity and femininity in adults.
Speech Commun., February, 2023
Appl. Intell., 2023
A New Approach to Extract Fetal Electrocardiogram Using Affine Combination of Adaptive Filters.
Proceedings of the IEEE International Conference on Acoustics, 2023
A Lightweight Fourier Convolutional Attention Encoder for Multi-Channel Speech Enhancement.
Proceedings of the IEEE International Conference on Acoustics, 2023
2022
IEEE Trans. Inf. Forensics Secur., 2022
Circuits Syst. Signal Process., 2022
Automated Sex Classification of Children's Voices and Changes in Differentiating Factors with Age.
CoRR, 2022
CoRR, 2022
2021
IEEE Trans. Inf. Forensics Secur., 2021
Novice to Postgraduate Researcher Perceptions of Threshold Concepts and Capabilities in Signal Processing: Understanding Students' and Researchers' Perspectives.
IEEE Signal Process. Mag., 2021
IEEE Signal Process. Mag., 2021
Real time surveillance for low resolution and limited data scenarios: An image set classification approach.
Inf. Sci., 2021
Voice Gender Scoring and Independent Acoustic Characterization of Perceived Masculinity and Femininity.
CoRR, 2021
2020
Multi-Task Learning for Acoustic Event Detection Using Event and Frame Position Information.
IEEE Trans. Multim., 2020
IEEE ACM Trans. Audio Speech Lang. Process., 2020
Comput. Speech Lang., 2020
CoRR, 2020
CoRR, 2020
An Objective Voice Gender Scoring System and Identification of the Salient Acoustic Measures.
Proceedings of the Interspeech 2020, 2020
Performance Analysis for Path Attenuation Estimation of Microwave Signals Due to Rainfall and Beyond.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
A Differential Approach for Rain Field Tomographic Reconstruction Using Microwave Signals from Leo Satellites.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
2019
Studies in Computational Intelligence 783, Springer, ISBN: 978-981-13-0061-5, 2019
Auxiliary Classifier Generative Adversarial Network With Soft Labels in Imbalanced Acoustic Event Detection.
IEEE Trans. Multim., 2019
3-D Tomographic Reconstruction of Rain Field Using Microwave Signals From LEO Satellites: Principle and Simulation Results.
IEEE Trans. Geosci. Remote. Sens., 2019
Circuits Syst. Signal Process., 2019
Circuits Syst. Signal Process., 2019
Guest Editorial: Algorithms and Architectures for Machine Learning Based Speech Processing.
Circuits Syst. Signal Process., 2019
Direct Image to Point Cloud Descriptors Matching for 6-DOF Camera Localization in Dense 3D Point Cloud.
CoRR, 2019
Direct Image to Point Cloud Descriptors Matching for 6-DOF Camera Localization in Dense 3D Point Clouds.
Proceedings of the Neural Information Processing - 26th International Conference, 2019
Proceedings of the Neural Information Processing - 26th International Conference, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019
Proceedings of the 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2019
Proceedings of the Handbook of Deep Learning Applications., 2019
2018
IEEE Trans. Neural Networks Learn. Syst., 2018
RAFP-Pred: Robust Prediction of Antifreeze Proteins Using Localized Analysis of n-Peptide Compositions.
IEEE ACM Trans. Comput. Biol. Bioinform., 2018
Spectrotemporal Analysis Using Local Binary Pattern Variants for Acoustic Scene Classification.
IEEE ACM Trans. Audio Speech Lang. Process., 2018
Random forest classification based acoustic event detection utilizing contextual-information and bottleneck features.
Pattern Recognit., 2018
The most discriminant subbands for face recognition: A novel information-theoretic framework.
Int. J. Wavelets Multiresolution Inf. Process., 2018
Circuits Syst. Signal Process., 2018
A new proof of a contrast function for bounded component analysis and further analysis.
Comput. Speech Lang., 2018
A computer-aided detection of the architectural distortion in digital mammograms using the fractal dimension measurements of BEMD.
Comput. Medical Imaging Graph., 2018
Generalized Joint Sparse Representation for Multimodal Biometric Fusion of Heterogeneous Features.
Proceedings of the 2018 IEEE International Workshop on Information Forensics and Security, 2018
Proceedings of the Interspeech 2018, 2018
Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2018
Acoustic Scene Classification Using Joint Time-Frequency Image-Based Feature Representations.
Proceedings of the 15th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2018
Proceedings of ACL 2018, Melbourne, Australia, July 15-20, 2018, System Demonstrations, 2018
2017
A Joint Deep Boltzmann Machine (jDBM) Model for Person Identification Using Mobile Phone Data.
IEEE Trans. Multim., 2017
A cascade gray-stereo visual feature extraction method for visual and audio-visual speech recognition.
Speech Commun., 2017
Deep feature learning for dummies: A simple auto-encoder training method using Particle Swarm Optimisation.
Pattern Recognit. Lett., 2017
Circuits Syst. Signal Process., 2017
CoRR, 2017
Proceedings of the Interspeech 2017, 2017
Proceedings of the Interspeech 2017, 2017
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017
Proceedings of the Ninth International Conference on Ubiquitous and Future Networks, 2017
FLMF: Fractional least mean fourth algorithm for channel estimation in non-Gaussian environment.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2017
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017
Enhanced LBP texture features from time frequency representations for acoustic scene classification.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Efficient Image Set Classification Using Linear Regression Based Image Reconstruction.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017
Proceedings of the 2017 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2017
2016
A Discriminative Representation of Convolutional Features for Indoor Scene Recognition.
IEEE Trans. Image Process., 2016
IEEE Trans. Pattern Anal. Mach. Intell., 2016
Integrating Geometrical Context for Semantic Labeling of Indoor Scenes using RGBD Images.
Int. J. Comput. Vis., 2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Modelling Sentence Generation from Sum of Word Embedding Vectors as a Mixed Integer Programming Problem.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2016
A new approach for the detection of architectural distortions using textural analysis of surrounding tissue.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2016
Proceedings of the Australian Control Conference, AuCC 2016, Newcastle, 2016
2015
Pattern Recognit. Lett., 2015
CoRR, 2015
Proceedings of the Image and Video Technology - 7th Pacific-Rim Symposium, 2015
Listening with Your Eyes: Towards a Practical Visual Speech Recognition System Using Deep Boltzmann Machines.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Empirical mode decomposition of digital mammograms for the statistical based characterization of architectural distortion.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2015
Proceedings of the IEEE 7th International Conference on Biometrics Theory, 2015
Proceedings of the 2015 5th Australian Control Conference (AUCC), Gold Coast, 2015
Proceedings of the 20th Australasian Document Computing Symposium, 2015
2014
Hybrid Metaheuristic Approaches to the Expectation Maximization for Estimation of the Hidden Markov Model for Signal Modeling.
IEEE Trans. Cybern., 2014
Quantifying target spotting performances with complex geoscientific imagery using ERP P300 responses.
Int. J. Hum. Comput. Stud., 2014
Time-frequency clustering with weighted and contextual information for convolutive blind source separation.
Proceedings of the IEEE Workshop on Statistical Signal Processing, 2014
On the use of the Watson mixture model for clustering-based under-determined blind source separation.
Proceedings of the INTERSPEECH 2014, 2014
Proceedings of the ICPRAM 2014, 2014
Source number estimation in reverberant conditions via full-band weighted, adaptive fuzzy c-means clustering.
Proceedings of the IEEE International Conference on Acoustics, 2014
On the use of contextual time-frequency information for full-band clustering-based convolutive blind source separation.
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the Computer Vision - ECCV 2014, 2014
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014
Proceedings of the 4th Australian Control Conference, AuCC 2014, Canberra, 2014
2013
Speech enhancement strategy for speech recognition microcontroller under noisy environments.
Neurocomputing, 2013
Evaluations on underdetermined blind source separation in adverse environments using time-frequency masking.
EURASIP J. Adv. Signal Process., 2013
A lip extraction algorithm using region-based ACM with automatic contour initialization.
Proceedings of the 2013 IEEE Workshop on Applications of Computer Vision, 2013
A review on reduced order approximation for digital filters with complex coefficients using model reduction.
Proceedings of the 2013 Australian Control Conference, Fremantle, WA, 2013
Proceedings of the 2013 Australian Control Conference, Fremantle, WA, 2013
2012
Iterative Group Selection-Based Enhancement of Time-Frequency masks for Missing Data Recognition.
Int. J. Pattern Recognit. Artif. Intell., 2012
A robust approach to reverberant blind source separation in the presence of noise for arbitrarily arranged sensors.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Studying the Impact of Feature Saliency for Geoscientific Target Detection Using Electroencephalography (EEG).
Proceedings of the 2012 International Conference on Digital Image Computing Techniques and Applications, 2012
Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012
On the integration of time-frequency masking speech separation and recognition in underdetermined environments.
Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012
2011
A New Evidence Model for Missing Data Speech Recognition With Applications in Reverberant Multi-Source Environments.
IEEE Trans. Speech Audio Process., 2011
IEEE Trans. Speech Audio Process., 2011
Underdetermined Blind Source Separation with Fuzzy Clustering for Arbitrarily Arranged Sensors.
Proceedings of the INTERSPEECH 2011, 2011
Building an Audio-Visual Corpus of Australian English: Large Corpus Collection with an Economical Portable and Replicable Black Box.
Proceedings of the INTERSPEECH 2011, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the Robust Speech Recognition of Uncertain or Missing Data, 2011
2010
A novel fuzzy clustering algorithm using observation weighting and context information for reverberant blind speech separation.
Signal Process., 2010
IEEE Trans. Pattern Anal. Mach. Intell., 2010
A feature extraction method for automatic speech recognition based on the cochlear nucleus.
Proceedings of the INTERSPEECH 2010, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
A psychoacoustic spectral subtraction method for noise suppression in automatic speech recognition.
Proceedings of the IEEE International Conference on Acoustics, 2010
2009
A Constraint-Based Evolutionary Learning Approach to the Expectation Maximization for Optimal Estimation of the Hidden Markov Model for Speech Signal Modeling.
IEEE Trans. Syst. Man Cybern. Part B, 2009
Robust Source Localization in Reverberant Environments Based on Weighted Fuzzy Clustering.
IEEE Signal Process. Lett., 2009
Speech Commun., 2009
A stochastic version of Expectation Maximization algorithm for better estimation of Hidden Markov Model.
Pattern Recognit. Lett., 2009
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the Advances in Biometrics, Third International Conference, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
2008
Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008
Adaptive beamforming and soft missing data decoding for robust speech recognition in reverberant environments.
Proceedings of the INTERSPEECH 2008, 2008
Robust speaker identification using combined feature selection and missing data recognition.
Proceedings of the IEEE International Conference on Acoustics, 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
2007
Feature and distribution normalization schemes for statistical mismatch reduction in reverberant speech recognition.
Proceedings of the INTERSPEECH 2007, 2007
Proceedings of the INTERSPEECH 2007, 2007
Proceedings of the INTERSPEECH 2007, 2007
Mel-Spectrographic Mask Estimation for Missing Data Speech Recognition using Short-Time-Fourier-Transform Ratio Estimators.
Proceedings of the IEEE International Conference on Acoustics, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
2006
Statistical voice activity detection using low-variance spectrum estimation and an adaptive threshold.
IEEE Trans. Speech Audio Process., 2006
A state-space model with neural-network prediction for recovering vocal tract resonances in fluent speech from Mel-cepstral coefficients.
Speech Commun., 2006
Automatic English stop consonants classification using wavelet analysis and hidden Markov models.
Proceedings of the INTERSPEECH 2006, 2006
Proceedings of the INTERSPEECH 2006, 2006
Proceedings of the 14th European Signal Processing Conference, 2006
2004
IEEE Trans. Speech Audio Process., 2004
Use of neural network mapping and extended kalman filter to recover vocal tract resonances from the MFCC parameters of speech.
Proceedings of the INTERSPEECH 2004, 2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
2003
Joint state and parameter estimation for a target-directed nonlinear dynamic system model.
IEEE Trans. Signal Process., 2003
2001
Parameter estimation of a target-directed dynamic system model with switching states.
Signal Process., 2001
An EKF-based algorithm for learning statistical hidden dynamic model parameters for phonetic recognition.
Proceedings of the IEEE International Conference on Acoustics, 2001
2000
Proceedings of the Sixth International Conference on Spoken Language Processing, 2000
1998
Parallel program analysis on workstation clusters: Memory utilisation and load balancing.
Concurr. Pract. Exp., 1998
Proceedings of the 5th International Conference on Spoken Language Processing, Incorporating The 7th Australian International Speech Science and Technology Conference, Sydney Convention Centre, Sydney, Australia, 30th November, 1998
1997
IEEE Trans. Speech Audio Process., 1997
Parallel program analysis on workstation clusters: speedup profiling and latency hiding.
Concurr. Pract. Exp., 1997
1995
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995
1994
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994
1990
Pattern Recognit. Lett., 1990
Proceedings of the 1990 International Conference on Acoustics, 1990