E. Marchi

Most-cited papers

Adieu features? End-to-end speech emotion recognition using a deep convolutional recurrent network
George Trigeorgis, F. Ringeval, Raymond Brueckner, E. Marchi +3 more
2016IEEE International Conference on Acoustics, Speech, and Signal Processing917 citations
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The INTERSPEECH 2013 computational paralinguistics challenge: social signals, conflict, emotion, autism
Björn Schuller, S. Steidl, A. Batliner, A. Vinciarelli +11 more
2013Interspeech820 citations Open access
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Sparse Autoencoder-Based Feature Transfer Learning for Speech Emotion Recognition
Jun Deng, Zixing Zhang, E. Marchi, Björn Schuller
20132013 Humaine Association Conference on Affective Computing and Intelligent Interaction365 citations Open access
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An investigation of the ‘female camouflage effect’ in autism using a computerized ADOS-2 and a test of sex/gender differences
Agnieszka Rynkiewicz, Björn Schuller, E. Marchi, Stefano Piana +3 more
2016Molecular Autism314 citations Open access
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A novel approach for automatic acoustic novelty detection using a denoising autoencoder with bidirectional LSTM neural networks
E. Marchi, Fabio Vesperini, F. Eyben, S. Squartini +1 more
2015IEEE International Conference on Acoustics, Speech, and Signal Processing230 citations
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AV + EC 2015 – The First Affect Recognition Challenge Bridging Across Audio, Video, and Physiological Data
F. Ringeval, S. Jaiswal, E. Marchi, M. Pantic
2015185 citations
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The INTERSPEECH 2014 computational paralinguistics challenge: cognitive & physical load
Björn Schuller, S. Steidl, A. Batliner, J. Epps +4 more
2014Interspeech159 citations
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Deep Recurrent Neural Network-Based Autoencoders for Acoustic Novelty Detection
E. Marchi, Fabio Vesperini, S. Squartini, Björn Schuller
2017Computational Intelligence and Neuroscience104 citations Open access
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Multi-resolution linear prediction based features for audio onset detection with bidirectional LSTM neural networks
E. Marchi, Giacomo Ferroni, F. Eyben, L. Gabrielli +2 more
2014IEEE International Conference on Acoustics, Speech, and Signal Processing93 citations Open access
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Enhanced semi-supervised learning for multimodal emotion recognition
Zixing Zhang, F. Ringeval, Bin Dong, Eduardo Coutinho +2 more
2016IEEE International Conference on Acoustics, Speech, and Signal Processing82 citations Open access
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Non-linear prediction with LSTM recurrent neural networks for acoustic novelty detection
E. Marchi, Fabio Vesperini, F. Weninger, F. Eyben +2 more
2015IEEE International Joint Conference on Neural Network75 citations
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Discriminatively Trained Recurrent Neural Networks for Continuous Dimensional Emotion Recognition from Audio
F. Weninger, F. Ringeval, E. Marchi, Björn Schuller
2016International Joint Conference on Artificial Intelligence70 citations
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Affective and behavioural computing: Lessons learnt from the First Computational Paralinguistics Challenge
Björn Schuller, F. Weninger, Yue Zhang, F. Ringeval +8 more
2019Computer Speech and Language53 citations Open access
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Facing Realism in Spontaneous Emotion Recognition from Speech: Feature Enhancement by Autoencoder with LSTM Neural Networks
Zixing Zhang, F. Ringeval, Jing Han, Jun Deng +2 more
2016Interspeech51 citations Open access
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Detecting Road Surface Wetness from Audio: A Deep Learning Approach
Irman Abdic, Lex Fridman, E. Marchi, Daniel E. Brown +3 more
2015International Conference on Pattern Recognition49 citations Open access
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End-to-end learning for dimensional emotion recognition from physiological signals
Gil Keren, Tobias Kirschstein, E. Marchi, F. Ringeval +1 more
2017IEEE International Conference on Multimedia and Expo45 citations Open access
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Efficient Voice Trigger Detection for Low Resource Hardware
Siddharth Sigtia, R. Haynes, H. Richards, E. Marchi +1 more
2018Interspeech44 citations
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Driver Frustration Detection from Audio and Video in the Wild
Irman Abdic, Lex Fridman, Daniel J. McDuff, E. Marchi +2 more
2016International Joint Conference on Artificial Intelligence42 citations
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Typicality and emotion in the voice of children with autism spectrum condition: evidence across three languages
E. Marchi, Björn Schuller, S. Baron-Cohen, O. Golan +3 more
2015Interspeech40 citations
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Automatic Analysis of Typical and Atypical Encoding of Spontaneous Emotion in the Voice of Children
F. Ringeval, E. Marchi, Charline Grossard, J. Xavier +3 more
2016Interspeech36 citations Open access
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ASC-Inclusion: Interactive Emotion Games for Social Inclusion of Children with Autism Spectrum Conditions
Björn Schuller, E. Marchi, S. Baron-Cohen, Helen O'Reilly +15 more
2013International Conference on Foundations of Digital Games36 citations
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Emotion in the speech of children with autism spectrum conditions: prosody and everything else
E. Marchi, Björn Schuller, A. Batliner, Shimrit Fridenzon +2 more
2012Workshop on Child, Computer and Interaction36 citations
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The state of play of ASC-Inclusion: An Integrated Internet-Based Environment for Social Inclusion of Children with Autism Spectrum Conditions
Björn Schuller, E. Marchi, S. Baron-Cohen, Helen O'Reilly +3 more
2014International Conference on Intelligent User Interfaces34 citations
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Multi-Task Learning for Speaker Verification and Voice Trigger Detection
Siddharth Sigtia, E. Marchi, S. Kajarekar, D. Naik +1 more
2020IEEE International Conference on Acoustics, Speech, and Signal Processing33 citations Open access
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Recent developments and results of ASC-Inclusion: An Integrated Internet-Based Environment for Social Inclusion of Children with Autism Spectrum Conditions
Björn Schuller, E. Marchi, S. Baron-Cohen, Amandine Lassalle +25 more
2015International Conference on Intelligent User Interfaces33 citations
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Enhancing Multilingual Recognition of Emotion in Speech by Language Identification
Hesam Sagha, P. Matejka, Maryna Gavryukova, Filip Povolný +2 more
2016Interspeech32 citations
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The ASC-Inclusion Perceptual Serious Gaming Platform for Autistic Children
E. Marchi, T. Baltrušaitis, Andra Adams, M. Mahmoud +20 more
2019IEEE Transactions on Games30 citations Open access
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Neural Text-to-Speech Adaptation from Low Quality Public Recordings
Qiong Hu, E. Marchi, David Winarsky, Y. Stylianou +2 more
2019Speech Synthesis Workshop27 citations
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Introducing the Weighted Trustability Evaluator for Crowdsourcing Exemplified by Speaker Likability Classification
Simone Hantke, E. Marchi, Björn Schuller
2016International Conference on Language Resources and Evaluation25 citations Open access
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Pairwise Decomposition with Deep Neural Networks and Multiscale Kernel Subspace Learning for Acoustic Scene Classification
E. Marchi, Dario Tonelli, Xin-Zhou Xu, F. Ringeval +3 more
2016Workshop on Detection and Classification of Acoustic Scenes and Events24 citations
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Is Deception Emotional? An Emotion-Driven Predictive Approach
Shahin Amiriparian, J. Pohjalainen, E. Marchi, Sergey Pugachevskiy +1 more
2016Interspeech24 citations
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Active learning by label uncertainty for acoustic emotion recognition
Zixing Zhang, Jun Deng, E. Marchi, Björn Schuller
2013Interspeech24 citations Open access
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Speech, Emotion, Age, Language, Task, and Typicality: Trying to Disentangle Performance and Feature Relevance
E. Marchi, A. Batliner, Björn Schuller, Shimrit Fridenzon +2 more
20122012 International Conference on Privacy, Security, Risk and Trust and 2012 International Confernece on Social Computing23 citations Open access
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THE UP SYSTEM FOR THE 2016 DCASE CHALLENGE USING DEEP RECURRENT NEURAL NETWORK AND MULTISCALE KERNEL SUBSPACE LEARNING
E. Marchi, Dario Tonelli, Xin-Zhou Xu, F. Ringeval +3 more
201622 citations
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Generalised Discriminative Transform via Curriculum Learning for Speaker Recognition
E. Marchi, Stephen Shum, K. Hwang, S. Kajarekar +5 more
2018IEEE International Conference on Acoustics, Speech, and Signal Processing21 citations
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Chapter 8 Voice-enabled assistive robots for handling autism spectrum conditions : an examination of the role of prosody
E. Marchi, F. Ringeval, Björn W. Schuller
201421 citations
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Whispered and Lombard Neural Speech Synthesis
Qiong Hu, T. Bleisch, P. Petkov, T. Raitio +2 more
2021Spoken Language Technology Workshop20 citations
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Generating Multilingual Voices Using Speaker Space Translation Based on Bilingual Speaker Data
Soumi Maiti, E. Marchi, Alistair Conkie
2020IEEE International Conference on Acoustics, Speech, and Signal Processing19 citations Open access
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Towards Cross-lingual Automatic Diagnosis of Autism Spectrum Condition in Children's Voices
Maximilian Schmitt, E. Marchi, F. Ringeval, Björn Schuller
2016ITG Symposium on Speech Communication19 citations
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Real-Time Tracking of Speakers' Emotions, States, and Traits on Mobile Platforms
E. Marchi, F. Eyben, Gerhard Johann Hagerer, Björn Schuller
2016Interspeech19 citations
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Voice Emotion Games: Language and Emotion in the Voice of Children with Autism Spectrum Conditio
E. Marchi, Björn Schuller, S. Baron-Cohen, Amandine Lassalle +9 more
2015International Conference on Intelligent User Interfaces18 citations
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The ICL-TUM-PASSAU Approach for the MediaEval 2015 "Affective Impact of Movies" Task
George Trigeorgis, Eduardo Coutinho, F. Ringeval, E. Marchi +2 more
2015MediaEval Benchmarking Initiative for Multimedia Evaluation18 citations
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Multi-stream LSTM-HMM decoding and histogram equalization for noise robust keyword spotting
M. Wöllmer, E. Marchi, S. Squartini, Björn Schuller
2011Cognitive Neurodynamics18 citations Open access
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Detecting Emotion Primitives from Speech and Their Use in Discerning Categorical Emotions
Vasudha Kowtha, Vikramjit Mitra, C. Bartels, E. Marchi +4 more
2020IEEE International Conference on Acoustics, Speech, and Signal Processing17 citations
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Leveraging Acoustic Cues and Paralinguistic Embeddings to Detect Expression from Voice
Vikramjit Mitra, Sue Booker, E. Marchi, D. S. Farrar +5 more
2019Interspeech16 citations Open access
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Face reading from speech - predicting facial action units from audio cues
F. Ringeval, E. Marchi, M. Méhu, K. Scherer +1 more
2015Interspeech16 citations Open access
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Real-time robust recognition of speakers' emotions and characteristics on mobile platforms
F. Eyben, Bernd Huber, E. Marchi, Dagmar M. Schuller +1 more
2015Affective Computing and Intelligent Interaction15 citations Open access
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Likability of human voices: A feature analysis and a neural network regression approach to automatic likability estimation
F. Eyben, F. Weninger, E. Marchi, Björn W. Schuller
2013Workshop on Image Analysis for Multimedia Interactive Services14 citations Open access
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On The Role of Visual Cues in Audiovisual Speech Enhancement
Zakaria Aldeneh, Anushree Prasanna Kumar, Barry-John Theobald, E. Marchi +3 more
2021IEEE International Conference on Acoustics, Speech, and Signal Processing13 citations Open access
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Progressive Voice Trigger Detection: Accuracy vs Latency
Siddharth Sigtia, J. Bridle, H. Richards, P. Clark +2 more
2020IEEE International Conference on Acoustics, Speech, and Signal Processing12 citations Open access
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