Roberto Togneri

ORCID

Publication Activity (10 Years)

Years Active: 1990-2024
Publications (10 Years): 92

Top Venues

CoRR

ICASSP

Circuits Syst. Signal Process.

INTERSPEECH

Publications

Yuliang Zhang, Roberto Togneri, David Huang
A Unified Loss Function to Tackle Inter-Class and Intra-Class Data Imbalance in Sound Event Detection. ICASSP (2024)
Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun
Spatio-Temporal Graph Representation Learning for Fraudster Group Detection. IEEE Trans. Neural Networks Learn. Syst. 35 (5) (2024)
Syed Muhammad Atif, Shujaat Khan, Imran Naseem, Roberto Togneri, Mohammed Bennamoun
Multi-Kernel Fusion for RBF Neural Networks. Neural Process. Lett. 55 (2) (2023)
Alishba Sadiq, Imran Naseem, Shujaat Khan, Muhammad Moinuddin, Roberto Togneri, Mohammed Bennamoun
A novel quantum calculus-based complex least mean square algorithm (q-CLMS). Appl. Intell. 53 (2) (2023)
Uzair Nadeem, Mohammed Bennamoun, Roberto Togneri, Ferdous Sohel, Aref Miri Rekavandi, Farid Boussaïd
Cross domain 2D-3D descriptor matching for unconstrained 6-DOF pose estimation. Pattern Recognit. 142 (2023)
Siyu Sun, Jian Jin, Zhe Han, Xianjun Xia, Li Chen, Yijian Xiao, Piao Ding, Shenyi Song, Roberto Togneri, Haijian Zhang
A Lightweight Fourier Convolutional Attention Encoder for Multi-Channel Speech Enhancement. ICASSP (2023)
Yu Xuan, Xiangyu Zhang, Shuyue Stella Li, Zihan Shen, Xin Xie, Leibny Paola García, Roberto Togneri
A New Approach to Extract Fetal Electrocardiogram Using Affine Combination of Adaptive Filters. ICASSP (2023)
Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun
HIN-RNN: A Graph Representation Learning Neural Network for Fraudster Group Detection With No Handcrafted Features. IEEE Trans. Neural Networks Learn. Syst. 34 (8) (2023)
Zhuangqi Chen, Xianjun Xia, Cheng Chen, Xianke Wang, Yanhong Leng, Li Chen, Roberto Togneri, Yijian Xiao, Piao Ding, Shenyi Song, Pingjian Zhang
A Two-stage Progressive Neural Network for Acoustic Echo Cancellation. INTERSPEECH (2023)
Fuling Chen, Roberto Togneri, Murray Maybery, Diana Weiting Tan
Acoustic characterization and machine prediction of perceived masculinity and femininity in adults. Speech Commun. 147 (2023)
Xiangyu Zhang, Zhanhong He, Shuyue Stella Li, Roberto Togneri, Leibny Paola García-Perera
Investigating self-supervised learning for lyrics recognition. CoRR (2022)
Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun
Spatio-Temporal Graph Representation Learning for Fraudster Group Detection. CoRR (2022)
Fuling Chen, Roberto Togneri, Murray Maybery, Diana Weiting Tan
Automated Sex Classification of Children's Voices and Changes in Differentiating Factors with Age. CoRR (2022)
Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun
ScoreGAN: A Fraud Review Detector Based on Regulated GAN With Data Augmentation. IEEE Trans. Inf. Forensics Secur. 17 (2022)
Yuanjun Zhao, Roberto Togneri, Victor Sreeram
Multi-task Learning-Based Spoofing-Robust Automatic Speaker Verification System. Circuits Syst. Signal Process. 41 (7) (2022)
Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun
HIN-RNN: A Graph Representation Learning Neural Network for Fraudster Group Detection With No Handcrafted Features. CoRR (2021)
Syed Saiq Hussain, Muhammad Usman, Taha Hasan Masood Siddique, Imran Naseem, Roberto Togneri, Mohammed Bennamoun
q-RBFNN: A Quantum Calculus-based RBF Neural Network. CoRR (2021)
Uzair Nadeem, Syed Afaq Ali Shah, Mohammed Bennamoun, Roberto Togneri, Ferdous Sohel
Real time surveillance for low resolution and limited data scenarios: An image set classification approach. Inf. Sci. 580 (2021)
Fuling Chen, Roberto Togneri, Murray Maybery, Diana Tan
Voice Gender Scoring and Independent Acoustic Characterization of Perceived Masculinity and Femininity. CoRR (2021)
Alishba Sadiq, Imran Naseem, Shujaat Khan, Muhammad Moinuddin, Roberto Togneri, Mohammed Bennamoun
A Novel Quantum Calculus-based Complex Least Mean Square Algorithm (q-CLMS). CoRR (2021)
Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun
Social Fraud Detection Review: Methods, Challenges and Analysis. CoRR (2021)
Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun
DFraud³: Multi-Component Fraud Detection Free of Cold-Start. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Boming Song, Defeng David Huang, Xi Shen, Roberto Togneri
Performance Analysis for Path Attenuation Estimation of Microwave Signals Due to Rainfall and Beyond. ICASSP (2020)
Syed Muhammad Atif, Shujaat Khan, Imran Naseem, Roberto Togneri, Mohammed Bennamoun
Multi-Kernel Fusion for RBF Neural Networks. CoRR (2020)
Fuling Chen, Roberto Togneri, Murray Maybery, Diana Tan
An Objective Voice Gender Scoring System and Identification of the Salient Acoustic Measures. INTERSPEECH (2020)
Xi Shen, Defeng David Huang, Claire Vincent, Wenxiao Wang, Roberto Togneri
A Differential Approach for Rain Field Tomographic Reconstruction Using Microwave Signals from Leo Satellites. ICASSP (2020)
Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun
DFraud3- Multi-Component Fraud Detection freeof Cold-start. CoRR (2020)
Yuanjun Zhao, Roberto Togneri, Victor Sreeram
Replay anti-spoofing countermeasure based on data augmentation with post selection. Comput. Speech Lang. 64 (2020)
Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun
GANgster: A Fraud Review Detector based on Regulated GAN with Data Augmentation. CoRR (2020)
Xianjun Xia, Roberto Togneri, Ferdous Sohel, Yuanjun Zhao, Defeng David Huang
Sound Event Detection Using Multiple Optimized Kernels. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
Xianjun Xia, Roberto Togneri, Ferdous Sohel, Yuanjun Zhao, David Huang
Multi-Task Learning for Acoustic Event Detection Using Event and Frame Position Information. IEEE Trans. Multim. 22 (3) (2020)
Uzair Nadeem, Mohammed Bennamoun, Roberto Togneri, Ferdous Sohel
Unconstrained Matching of 2D and 3D Descriptors for 6-DOF Pose Estimation. CoRR (2020)
Yuanjun Zhao, Roberto Togneri, Victor Sreeram
Multi-task Learning Based Spoofing-Robust Automatic Speaker Verification System. CoRR (2020)
Xianjun Xia, Roberto Togneri, Ferdous Sohel, Yuanjun Zhao, Defeng Huang
A Survey: Neural Network-Based Deep Learning for Acoustic Event Detection. Circuits Syst. Signal Process. 38 (8) (2019)
Alishba Sadiq, Shujaat Khan, Imran Naseem, Roberto Togneri, Mohammed Bennamoun
-least Mean Square. Circuits Syst. Signal Process. 38 (10) (2019)
Uzair Nadeem, Mohammad A. A. K. Jalwana, Mohammed Bennamoun, Roberto Togneri, Ferdous Sohel
Direct Image to Point Cloud Descriptors Matching for 6-DOF Camera Localization in Dense 3D Point Cloud. CoRR (2019)
Xi Shen, Defeng David Huang, Boming Song, Claire Vincent, Roberto Togneri
3-D Tomographic Reconstruction of Rain Field Using Microwave Signals From LEO Satellites: Principle and Simulation Results. IEEE Trans. Geosci. Remote. Sens. 57 (8) (2019)
Uzair Nadeem, Mohammed Bennamoun, Ferdous Sohel, Roberto Togneri
Deep Fusion Net for Coral Classification in Fluorescence and Reflectance Images. DICTA (2019)
Tokunbo Ogunfunmi, Ravi Prakash Ramachandran, Roberto Togneri, Yuanjun Zhao, Xianjun Xia
A Primer on Deep Learning Architectures and Applications in Speech Processing. Circuits Syst. Signal Process. 38 (8) (2019)
Shujaat Khan, Imran Naseem, Roberto Togneri, Mohammed Bennamoun
A Novel Adaptive Kernel for the RBF Neural Networks. CoRR (2019)
Roberto Togneri, Sally A. Male
Signals and Systems: Casting It as an Action-adventure Rather than a Horror Genre. ICASSP (2019)
Uzair Nadeem, Mohammad A. A. K. Jalwana, Mohammed Bennamoun, Roberto Togneri, Ferdous Sohel
Direct Image to Point Cloud Descriptors Matching for 6-DOF Camera Localization in Dense 3D Point Clouds. ICONIP (2) (2019)
Tokunbo Ogunfunmi, Ravi Prakash Ramachandran, Roberto Togneri, Brett Y. Smolenski, Visar Berisha
Guest Editorial: Algorithms and Architectures for Machine Learning Based Speech Processing. Circuits Syst. Signal Process. 38 (8) (2019)
Yuanjun Zhao, Roberto Togneri, Victor Sreeram
Data augmentation and post selection for improved replay attack detection. APSIPA (2019)
Uzair Nadeem, Mohammed Bennamoun, Ferdous Sohel, Roberto Togneri
Learning-Based Confidence Estimation for Multi-modal Classifier Fusion. ICONIP (2) (2019)
Xianjun Xia, Roberto Togneri, Ferdous Sohel, Defeng Huang
Auxiliary Classifier Generative Adversarial Network With Soft Labels in Imbalanced Acoustic Event Detection. IEEE Trans. Multim. 21 (6) (2019)
Shujaat Khan, Imran Naseem, Muhammad Ammar Malik, Roberto Togneri, Mohammed Bennamoun
A Fractional Gradient Descent-Based RBF Neural Network. Circuits Syst. Signal Process. 37 (12) (2018)
Shujaat Khan, Imran Naseem, Roberto Togneri, Mohammed Bennamoun
RAFP-Pred: Robust Prediction of Antifreeze Proteins Using Localized Analysis of n-Peptide Compositions. IEEE ACM Trans. Comput. Biol. Bioinform. 15 (1) (2018)
Xianjun Xia, Roberto Togneri, Ferdous Ahmed Sohel, David Huang
Random forest classification based acoustic event detection utilizing contextual-information and bottleneck features. Pattern Recognit. 81 (2018)
M. Affan Alim, Imran Naseem, Roberto Togneri, Mohammed Bennamoun
The most discriminant subbands for face recognition: A novel information-theoretic framework. Int. J. Wavelets Multiresolution Inf. Process. 16 (5) (2018)
Shujaat Khan, Imran Naseem, Roberto Togneri, Mohammed Bennamoun
RAFP-Pred: Robust Prediction of Antifreeze Proteins using Localized Analysis of n-Peptide Compositions. CoRR (2018)
Shamsiah Abidin, Xianjun Xia, Roberto Togneri, Ferdous Sohel
Local Binary Pattern with Random Forest for Acoustic Scene Classification. ICME (2018)
Imad Zyout, Roberto Togneri
A computer-aided detection of the architectural distortion in digital mammograms using the fractal dimension measurements of BEMD. Comput. Medical Imaging Graph. 70 (2018)
Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun
Finding Word Sense Embeddings of Known Meaning. CICLing (2) (2018)
Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun
NovelPerspective: Identifying Point of View Characters. ACL (4) (2018)
Shujaat Khan, Alishba Sadiq, Imran Naseem, Roberto Togneri, Mohammed Bennamoun
Enhanced q-Least Mean Square. CoRR (2018)
Shamsiah Abidin, Roberto Togneri, Ferdous Sohel
Acoustic Scene Classification Using Joint Time-Frequency Image-Based Feature Representations. AVSS (2018)
Shamsiah Abidin, Roberto Togneri, Ferdous Ahmed Sohel
Spectrotemporal Analysis Using Local Binary Pattern Variants for Acoustic Scene Classification. IEEE ACM Trans. Audio Speech Lang. Process. 26 (11) (2018)
Wei Gao, Shen Fan, Roberto Togneri, Victor Sreeram
A new proof of a contrast function for bounded component analysis and further analysis. Comput. Speech Lang. 51 (2018)
Xianjun Xia, Roberto Togneri, Ferdous Ahmed Sohel, David Huang
Confidence Based Acoustic Event Detection. ICASSP (2018)
Uzair Nadeem, Syed Afaq Ali Shah, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel
Image Set Classification for Low Resolution Surveillance. CoRR (2018)
Yuanjun Zhao, Roberto Togneri, Victor Sreeram
Spoofing Detection Using Adaptive Weighting Framework and Clustering Analysis. INTERSPEECH (2018)
Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun
DataDeps.jl: Repeatable Data Setup for Replicable Data Science. CoRR (2018)
Salman H. Khan, Munawar Hayat, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri
Cost-Sensitive Learning of Deep Feature Representations From Imbalanced Data. IEEE Trans. Neural Networks Learn. Syst. 29 (8) (2018)
Rudi Primorac, Roberto Togneri, Mohammed Bennamoun, Ferdous Sohel
Generalized Joint Sparse Representation for Multimodal Biometric Fusion of Heterogeneous Features. WIFS (2018)
Yuanjun Zhao, Roberto Togneri, Victor Sreeram
Compressed high dimensional features for speaker spoofing detection. APSIPA (2017)
Syed Afaq Ali Shah, Uzair Nadeem, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri
Efficient Image Set Classification using Linear Regression based Image Reconstruction. CoRR (2017)
Syed Afaq Ali Shah, Uzair Nadeem, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri
Efficient Image Set Classification Using Linear Regression Based Image Reconstruction. CVPR Workshops (2017)
Mohammad Rafiqul Alam, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel
A Joint Deep Boltzmann Machine (jDBM) Model for Person Identification Using Mobile Phone Data. IEEE Trans. Multim. 19 (2) (2017)
Chao Sui, Roberto Togneri, Mohammed Bennamoun
A cascade gray-stereo visual feature extraction method for visual and audio-visual speech recognition. Speech Commun. 90 (2017)
Shujaat Khan, Imran Naseem, Roberto Togneri, Mohammed Bennamoun
A Novel Adaptive Kernel for the RBF Neural Networks. Circuits Syst. Signal Process. 36 (4) (2017)
Xianjun Xia, Roberto Togneri, Ferdous Ahmed Sohel, David Huang
Random forest classification based acoustic event detection. ICME (2017)
Xianjun Xia, Roberto Togneri, Ferdous Ahmed Sohel, David Huang
Frame-Wise Dynamic Threshold Based Polyphonic Acoustic Event Detection. INTERSPEECH (2017)
Salman Hameed Khan, Xuming He, Fatih Porikli, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri
Learning deep structured network for weakly supervised change detection. IJCAI (2017)
Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun
Learning Distributions of Meant Color. CoRR (2017)
Shamsiah Abidin, Roberto Togneri, Ferdous Ahmed Sohel
Enhanced LBP texture features from time frequency representations for acoustic scene classification. ICASSP (2017)
Shujaat Khan, Naveed Ahmed, Muhammad Ammar Malik, Imran Naseem, Roberto Togneri, Mohammed Bennamoun
FLMF: Fractional least mean fourth algorithm for channel estimation in non-Gaussian environment. ICTC (2017)
Wei Gao, Roberto Togneri, Victor Sreeram
A Contrast Function and Algorithm for Blind Separation of Audio Signals. INTERSPEECH (2017)
Xianjun Xia, Roberto Togneri, Ferdous Ahmed Sohel, David Huang
Random forest regression based acoustic event detection with bottleneck features. ICME (2017)
Chao Sui, Mohammed Bennamoun, Roberto Togneri
Deep feature learning for dummies: A simple auto-encoder training method using Particle Swarm Optimisation. Pattern Recognit. Lett. 94 (2017)
Shujaat Khan, Muhammad Usman, Imran Naseem, Roberto Togneri, Mohammed Bennamoun
VP-FLMS: A Novel Variable Power Fractional LMS Algorithm. ICUFN (2017)
Shujaat Khan, Muhammad Usman, Imran Naseem, Roberto Togneri, Mohammed Bennamoun
A Robust Variable Step Size Fractional Least Mean Square (RVSS-FLMS) Algorithm. CoRR (2017)
Imran Naseem, Affan Aleem, Roberto Togneri, Mohammed Bennamoun
Iris recognition using class-specific dictionaries. Comput. Electr. Eng. 62 (2017)
Ahmad Jazlan, Victor Sreeram, Roberto Togneri, Ha Binh Minh
Generalized gramian based frequency interval model reduction for unstable systems. AuCC (2016)
Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun
Generating Bags of Words from the Sums of Their Word Embeddings. CICLing (1) (2016)
Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun
Modelling Sentence Generation from Sum of Word Embedding Vectors as a Mixed Integer Programming Problem. ICDM Workshops (2016)
Salman Hameed Khan, Xuming He, Mohammed Bennamoun, Fatih Porikli, Ferdous Ahmed Sohel, Roberto Togneri
Weakly Supervised Change Detection in a Pair of Images. CoRR (2016)
Rudi Primorac, Roberto Togneri, Mohammed Bennamoun, Ferdous Ahmed Sohel
Audio-visual biometric recognition via joint sparse representations. ICPR (2016)
Salman Hameed Khan, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri, Imran Naseem
Integrating Geometrical Context for Semantic Labeling of Indoor Scenes using RGBD Images. Int. J. Comput. Vis. 117 (1) (2016)
Salman Hameed Khan, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri
Automatic Shadow Detection and Removal from a Single Image. IEEE Trans. Pattern Anal. Mach. Intell. 38 (3) (2016)
Imad Zyout, Roberto Togneri
A new approach for the detection of architectural distortions using textural analysis of surrounding tissue. EMBC (2016)
Salman H. Khan, Munawar Hayat, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel
A Discriminative Representation of Convolutional Features for Indoor Scene Recognition. IEEE Trans. Image Process. 25 (7) (2016)
Chao Sui, Mohammed Bennamoun, Roberto Togneri
Listening with Your Eyes: Towards a Practical Visual Speech Recognition System Using Deep Boltzmann Machines. ICCV (2015)
Varun Godbole, Wei Liu, Roberto Togneri
An Investigation of Neural Embeddings for Coreference Resolution. CICLing (1) (2015)
Mohammad Rafiqul Alam, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel
Deep Boltzmann Machines for i-Vector Based Audio-Visual Person Identification. PSIVT (2015)
Salman H. Khan, Munawar Hayat, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel
A Discriminative Representation of Convolutional Features for Indoor Scene Recognition. CoRR (2015)
Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun
How Well Sentence Embeddings Capture Meaning. ADCS (2015)
Ahmad Jazlan, Victor Sreeram, Roberto Togneri
Cross gramian based time interval model reduction. AuCC (2015)
Imad Zyout, Roberto Togneri
Empirical mode decomposition of digital mammograms for the statistical based characterization of architectural distortion. EMBC (2015)
Salman Hameed Khan, Xuming He, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri
Separating objects and clutter in indoor scenes. CVPR (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Roberto Togneri