Erik Marchi

According to our database, Erik Marchi authored at least 60 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Multimodal Approach to Device-Directed Speech Detection with Large Language Models.

Dominik Wagner, Alexander W. Churchill, Siddharth Sigtia, Panayiotis G. Georgiou, Matt Mirsamadi, Aarshee Mishra, Erik Marchi

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Multimodal Data and Resource Efficient Device-Directed Speech Detection with Large Foundation Models.

Dominik Wagner, Alexander W. Churchill, Siddharth Sigtia, Panayiotis G. Georgiou, Matt Mirsamadi, Aarshee Mishra, Erik Marchi

CoRR, 2023

Less Is More: A Unified Architecture for Device-Directed Speech Detection with Multiple Invocation Types.

Oggi Rudovic, Wonil Chang, Vineet Garg, Pranay Dighe, Pramod Simha, Jack Berkowitz, Ahmed Hussen Abdelaziz, Sachin Kajarekar, Erik Marchi, Saurabh Adya

Proceedings of the IEEE International Conference on Acoustics, 2023

Audio-to-Intent Using Acoustic-Textual Subword Representations from End-to-End ASR.

Pranay Dighe, Prateeth Nayak, Oggi Rudovic, Erik Marchi, Xiaochuan Niu, Ahmed H. Tewfik

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

CALM: Contrastive Aligned Audio-Language Multirate and Multimodal Representations.

Vin Sachidananda, Shao-Yen Tseng, Erik Marchi, Sachin Kajarekar, Panayiotis G. Georgiou

CoRR, 2022

Improving Voice Trigger Detection with Metric Learning.

Prateeth Nayak, Takuya Higuchi, Anmol Gupta, Shivesh Ranjan, Stephen Shum, Siddharth Sigtia, Erik Marchi, Varun Lakshminarasimhan, Minsik Cho, Saurabh Adya, Chandra Dhir, Ahmed H. Tewfik

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Device-Directed Speech Detection: Regularization via Distillation for Weakly-Supervised Models.

Vineet Garg, Ognjen Rudovic, Pranay Dighe, Ahmed Hussen Abdelaziz, Erik Marchi, Saurabh Adya, Chandra Dhir, Ahmed H. Tewfik

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

2021

Whispered and Lombard Neural Speech Synthesis.

Qiong Hu, Tobias Bleisch, Petko Petkov, Tuomo Raitio, Erik Marchi, Varun Lakshminarasimhan

Proceedings of the IEEE Spoken Language Technology Workshop, 2021

Progressive Voice Trigger Detection: Accuracy vs Latency.

Siddharth Sigtia, John Bridle, Hywel Richards, Pascal Clark, Erik Marchi, Vineet Garg

Proceedings of the IEEE International Conference on Acoustics, 2021

Knowledge Transfer for Efficient on-Device False Trigger Mitigation.

Pranay Dighe, Erik Marchi, Srikanth Vishnubhotla, Sachin Kajarekar, Devang Naik

Proceedings of the IEEE International Conference on Acoustics, 2021

On The Role of Visual Cues in Audiovisual Speech Enhancement.

Zakaria Aldeneh, Anushree Prasanna Kumar, Barry-John Theobald, Erik Marchi, Sachin Kajarekar, Devang Naik, Ahmed Hussen Abdelaziz

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Self-supervised Learning of Visual Speech Features with Audiovisual Speech Enhancement.

Zakaria Aldeneh, Anushree Prasanna Kumar, Barry-John Theobald, Erik Marchi, Sachin Kajarekar, Devang Naik, Ahmed Hussen Abdelaziz

CoRR, 2020

Multi-Task Learning for Speaker Verification and Voice Trigger Detection.

Siddharth Sigtia, Erik Marchi, Sachin Kajarekar, Devang Naik, John Bridle

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Generating Multilingual Voices Using Speaker Space Translation Based on Bilingual Speaker Data.

Soumi Maiti, Erik Marchi, Alistair Conkie

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Detecting Emotion Primitives from Speech and Their Use in Discerning Categorical Emotions.

Vasudha Kowtha, Vikramjit Mitra, Chris Bartels, Erik Marchi, Sue Booker, William Caruso, Sachin Kajarekar, Devang Naik

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Automatic Emotion Recognition in the Voice of Children with Autism Spectrum Conditions.

Erik Marchi

PhD thesis, 2019

The ASC-Inclusion Perceptual Serious Gaming Platform for Autistic Children.

Erik Marchi, Tadas Baltrusaitis, Andra Adams, Marwa Mahmoud, Ofer Golan, Shimrit Fridenson-Hayo, Shahar Tal, Shai Newman, Noga Meir-Goren, Antonio Camurri, Stefano Piana, Björn W. Schuller, Sven Bölte, T. Metin Sezgin, Nese Alyüz, Agnieszka Rynkiewicz, Aurelie Baranger, Alice Baird, Simon Baron-Cohen, Amandine Lassalle, Helen O'Reilly, Delia Pigat, Peter Robinson, Ian Davies

IEEE Trans. Games, 2019

Affective and behavioural computing: Lessons learnt from the First Computational Paralinguistics Challenge.

Björn W. Schuller, Felix Weninger, Yue Zhang, Fabien Ringeval, Anton Batliner, Stefan Steidl, Florian Eyben, Erik Marchi, Alessandro Vinciarelli, Klaus R. Scherer, Mohamed Chetouani, Marcello Mortillaro

Comput. Speech Lang., 2019

Neural Text-to-Speech Adaptation from Low Quality Public Recordings.

Qiong Hu, Erik Marchi, David Winarsky, Yannis Stylianou, Devang Naik, Sachin Kajarekar

Proceedings of the 10th ISCA Speech Synthesis Workshop, 2019

Leveraging Acoustic Cues and Paralinguistic Embeddings to Detect Expression from Voice.

Vikramjit Mitra, Sue Booker, Erik Marchi, David Scott Farrar, Ute Dorothea Peitz, Bridget Cheng, Ermine Teves, Anuj Mehta, Devang Naik

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

2018

Efficient Voice Trigger Detection for Low Resource Hardware.

Siddharth Sigtia, Rob Haynes, Hywel Richards, Erik Marchi, John Bridle

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

Generalised Discriminative Transform via Curriculum Learning for Speaker Recognition.

Erik Marchi, Stephen Shum, Kvuveon Hwang, Sachin Kajarekar, Siddharth Sigtia, Hywel Richards, Rob Haynes, Yoon Kim, John Bridle

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Deep Recurrent Neural Network-Based Autoencoders for Acoustic Novelty Detection.

Erik Marchi, Fabio Vesperini, Stefano Squartini, Björn W. Schuller

Comput. Intell. Neurosci., 2017

End-to-end learning for dimensional emotion recognition from physiological signals.

Gil Keren, Tobias Kirschstein, Erik Marchi, Fabien Ringeval, Björn W. Schuller

Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

2016

The Effect of Narrow-Band Transmission on Recognition of Paralinguistic Information From Human Vocalizations.

Sascha Frühholz, Erik Marchi, Björn W. Schuller

IEEE Access, 2016

Introducing the Weighted Trustability Evaluator for Crowdsourcing Exemplified by Speaker Likability Classification.

Simone Hantke, Erik Marchi, Björn W. Schuller

Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Facing Realism in Spontaneous Emotion Recognition from Speech: Feature Enhancement by Autoencoder with LSTM Neural Networks.

Zixing Zhang, Fabien Ringeval, Jing Han, Jun Deng, Erik Marchi, Björn W. Schuller

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

Enhancing Multilingual Recognition of Emotion in Speech by Language Identification.

Hesam Sagha, Pavel Matejka, Maryna Gavryukova, Filip Povolný, Erik Marchi, Björn W. Schuller

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

Automatic Analysis of Typical and Atypical Encoding of Spontaneous Emotion in the Voice of Children.

Fabien Ringeval, Erik Marchi, Charline Grossard, Jean Xavier, Mohamed Chetouani, David Cohen, Björn W. Schuller

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

Real-Time Tracking of Speakers' Emotions, States, and Traits on Mobile Platforms.

Erik Marchi, Florian Eyben, Gerhard Hagerer, Björn W. Schuller

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

Is Deception Emotional? An Emotion-Driven Predictive Approach.

Shahin Amiriparian, Jouni Pohjalainen, Erik Marchi, Sergey Pugachevskiy, Björn W. Schuller

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

Discriminatively Trained Recurrent Neural Networks for Continuous Dimensional Emotion Recognition from Audio.

Felix Weninger, Fabien Ringeval, Erik Marchi, Björn W. Schuller

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Driver Frustration Detection from Audio and Video in the Wild.

Irman Abdic, Lex Fridman, Daniel McDuff, Erik Marchi, Bryan Reimer, Björn W. Schuller

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Detecting road surface wetness from audio: A deep learning approach.

Irman Abdic, Lex Fridman, Daniel E. Brown, William Angell, Bryan Reimer, Erik Marchi, Björn W. Schuller

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Enhanced semi-supervised learning for multimodal emotion recognition.

Zixing Zhang, Fabien Ringeval, Bin Dong, Eduardo Coutinho, Erik Marchi, Björn W. Schuller

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Adieu features? End-to-end speech emotion recognition using a deep convolutional recurrent network.

George Trigeorgis, Fabien Ringeval, Raymond Brueckner, Erik Marchi, Mihalis A. Nicolaou, Björn W. Schuller, Stefanos Zafeiriou

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Pairwise Decomposition with Deep Neural Networks and Multiscale Kernel Subspace Learning for Acoustic Scene Classification.

Erik Marchi, Dario Tonelli, Xinzhou Xu, Fabien Ringeval, Jun Deng, Stefano Squartini, Björn W. Schuller

Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, 2016

Towards Cross-lingual Automatic Diagnosis of Autism Spectrum Condition in Children's Voices.

Maximilian Schmitt, Erik Marchi, Fabien Ringeval, Björn W. Schuller

Proceedings of the 12th ITG Symposium on Speech Communication, 2016

2015

The ICSTM+TUM+UP Approach to the 3rd CHIME Challenge: Single-Channel LSTM Speech Enhancement with Multi-Channel Correlation Shaping Dereverberation and LSTM Language Models.

Amr El-Desoky Mousa, Erik Marchi, Björn W. Schuller

CoRR, 2015

Detecting Road Surface Wetness from Audio: A Deep Learning Approach.

Irman Abdic, Lex Fridman, Erik Marchi, Daniel E. Brown, William Angell, Bryan Reimer

CoRR, 2015

AV+EC 2015: The First Affect Recognition Challenge Bridging Across Audio, Video, and Physiological Data.

Fabien Ringeval, Björn W. Schuller, Michel F. Valstar, Shashank Jaiswal, Erik Marchi, Denis Lalanne, Roddy Cowie, Maja Pantic

Proceedings of the 5th International Workshop on Audio/Visual Emotion Challenge, 2015

The ICL-TUM-PASSAU Approach for the MediaEval 2015 "Affective Impact of Movies" Task.

George Trigeorgis, Eduardo Coutinho, Fabien Ringeval, Erik Marchi, Stefanos Zafeiriou, Björn W. Schuller

Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 2015

Face reading from speech - predicting facial action units from audio cues.

Fabien Ringeval, Erik Marchi, Marc Mehu, Klaus R. Scherer, Björn W. Schuller

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

Typicality and emotion in the voice of children with autism spectrum condition: evidence across three languages.

Erik Marchi, Björn W. Schuller, Simon Baron-Cohen, Ofer Golan, Sven Bölte, Prerna Arora, Reinhold Häb-Umbach

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

Non-linear prediction with LSTM recurrent neural networks for acoustic novelty detection.

Erik Marchi, Fabio Vesperini, Felix Weninger, Florian Eyben, Stefano Squartini, Björn W. Schuller

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

A novel approach for automatic acoustic novelty detection using a denoising autoencoder with bidirectional LSTM neural networks.

Erik Marchi, Fabio Vesperini, Florian Eyben, Stefano Squartini, Björn W. Schuller

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Real-time robust recognition of speakers' emotions and characteristics on mobile platforms.

Florian Eyben, Bernd Huber, Erik Marchi, Dagmar Schuller, Björn W. Schuller

Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction, 2015

Intelligent user interfaces in digital games for empowerment and inclusion.

Nicolas Sabouret, Björn W. Schuller, Lucas Paletta, Erik Marchi, Hazaël Jones, Atef Ben Youssef

Proceedings of the 12th International Conference on Advances in Computer Entertainment Technology, 2015

2014

The state of play of ASC-Inclusion: An Integrated Internet-Based Environment for Social Inclusion of Children with Autism Spectrum Conditions.

Björn W. Schuller, Erik Marchi, Simon Baron-Cohen, Helen O'Reilly, Delia Pigat, Peter Robinson, Ian Davies

CoRR, 2014

The INTERSPEECH 2014 computational paralinguistics challenge: cognitive & physical load.

Björn W. Schuller, Stefan Steidl, Anton Batliner, Julien Epps, Florian Eyben, Fabien Ringeval, Erik Marchi, Yue Zhang

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

Audio onset detection: A wavelet packet based approach with recurrent neural networks.

Erik Marchi, Giacomo Ferroni, Florian Eyben, Stefano Squartini, Björn W. Schuller

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Multi-resolution linear prediction based features for audio onset detection with bidirectional LSTM neural networks.

Erik Marchi, Giacomo Ferroni, Florian Eyben, Leonardo Gabrielli, Stefano Squartini, Björn W. Schuller

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Likability of human voices: A feature analysis and a neural network regression approach to automatic likability estimation.

Florian Eyben, Felix Weninger, Erik Marchi, Björn W. Schuller

Proceedings of the 14th International Workshop on Image Analysis for Multimedia Interactive Services, 2013

Active learning by label uncertainty for acoustic emotion recognition.

Zixing Zhang, Jun Deng, Erik Marchi, Björn W. Schuller

Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

The INTERSPEECH 2013 computational paralinguistics challenge: social signals, conflict, emotion, autism.

Björn W. Schuller, Stefan Steidl, Anton Batliner, Alessandro Vinciarelli, Klaus R. Scherer, Fabien Ringeval, Mohamed Chetouani, Felix Weninger, Florian Eyben, Erik Marchi, Marcello Mortillaro, Hugues Salamin, Anna Polychroniou, Fabio Valente, Samuel Kim

Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

Sparse Autoencoder-Based Feature Transfer Learning for Speech Emotion Recognition.

Jun Deng, Zixing Zhang, Erik Marchi, Björn W. Schuller

Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013

2012

Emotion in the speech of children with autism spectrum conditions: prosody and everything else.

Erik Marchi, Björn W. Schuller, Anton Batliner, Shimrit Fridenzon, Shahar Tal, Ofer Golan

Proceedings of the Third Workshop on Child, Computer and Interaction, 2012

Speech, Emotion, Age, Language, Task, and Typicality: Trying to Disentangle Performance and Feature Relevance.

Erik Marchi, Anton Batliner, Björn W. Schuller, Shimrit Fridenzon, Shahar Tal, Ofer Golan

Proceedings of the 2012 International Conference on Privacy, 2012

Improving Recognition of Speaker States and Traits by Cumulative Evidence: Intoxication, Sleepiness, Age and Gender.

Felix Weninger, Erik Marchi, Björn W. Schuller

Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

2011

Robust Multi-stream Keyword and Non-linguistic Vocalization Detection for Computationally Intelligent Virtual Agents.

Martin Wöllmer, Erik Marchi, Stefano Squartini, Björn W. Schuller

Proceedings of the Advances in Neural Networks - ISNN 2011, 2011