Erik Marchi - RankMe

74 papers A* 2A 16B 6C 1Misc 15Journal 22Unranked 10

Year	Rank	Type	Title / Venue / Authors
2025	Misc	`conf`	SELMA: A Speech-Enabled Language Model for Virtual Assistant Interactions. ICASSP Dominik Wagner, Alexander W. Churchill, Siddharth Sigtia, Erik Marchi
2025	J	`jnl`	SELMA: A Speech-Enabled Language Model for Virtual Assistant Interactions. CoRR Dominik Wagner, Alexander W. Churchill, Siddharth Sigtia, Erik Marchi
2024	Misc	`conf`	A Multimodal Approach to Device-Directed Speech Detection with Large Language Models. ICASSP Dominik Wagner, Alexander W. Churchill, Siddharth Sigtia, Panayiotis G. Georgiou, Matt Mirsamadi, Aarshee Mishra, Erik Marchi
2024	J	`jnl`	A Multimodal Approach to Device-Directed Speech Detection with Large Language Models. CoRR Dominik Wagner, Alexander W. Churchill, Siddharth Sigtia, Panayiotis G. Georgiou, Matt Mirsamadi, Aarshee Mishra, Erik Marchi
2023	Misc	`conf`	Audio-to-Intent Using Acoustic-Textual Subword Representations from End-to-End ASR. ICASSP Pranay Dighe, Prateeth Nayak, Oggi Rudovic, Erik Marchi, Xiaochuan Niu, Ahmed H. Tewfik
2023	Misc	`conf`	Less Is More: A Unified Architecture for Device-Directed Speech Detection with Multiple Invocation Types. ICASSP Oggi Rudovic, Wonil Chang, Vineet Garg, Pranay Dighe, Pramod Simha, Jack Berkowitz, Ahmed Hussen Abdelaziz, Sachin Kajarekar, Erik Marchi, Saurabh Adya
2023	J	`jnl`	Multimodal Data and Resource Efficient Device-Directed Speech Detection with Large Foundation Models. CoRR Dominik Wagner, Alexander W. Churchill, Siddharth Sigtia, Panayiotis G. Georgiou, Matt Mirsamadi, Aarshee Mishra, Erik Marchi
2022	J	`jnl`	Audio-to-Intent Using Acoustic-Textual Subword Representations from End-to-End ASR. CoRR Pranay Dighe, Prateeth Nayak, Oggi Rudovic, Erik Marchi, Xiaochuan Niu, Ahmed H. Tewfik
2022	J	`jnl`	CALM: Contrastive Aligned Audio-Language Multirate and Multimodal Representations. CoRR Vin Sachidananda, Shao-Yen Tseng, Erik Marchi, Sachin Kajarekar, Panayiotis G. Georgiou
2022	A	`conf`	Device-Directed Speech Detection: Regularization via Distillation for Weakly-Supervised Models. INTERSPEECH Vineet Garg, Ognjen Rudovic, Pranay Dighe, Ahmed Hussen Abdelaziz, Erik Marchi, Saurabh Adya, Chandra Dhir, Ahmed H. Tewfik
2022	J	`jnl`	Device-Directed Speech Detection: Regularization via Distillation for Weakly-Supervised Models. CoRR Vineet Garg, Ognjen Rudovic, Pranay Dighe, Ahmed Hussen Abdelaziz, Erik Marchi, Saurabh Adya, Chandra Dhir, Ahmed H. Tewfik
2022	A	`conf`	Improving Voice Trigger Detection with Metric Learning. INTERSPEECH 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
2022	J	`jnl`	Improving Voice Trigger Detection with Metric Learning. CoRR 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
2021	—	`ed.`	Increasing Naturalness and Flexibility in Spoken Dialogue Interaction - 10th International Workshop on Spoken Dialogue Systems, IWSDS 2019, Syracuse, Sicily, Italy, 24-26 April 2019. IWSDS Erik Marchi, Sabato Marco Siniscalchi, Sandro Cumani, Valerio Mario Salerno, Haizhou Li
2021	Misc	`conf`	Knowledge Transfer for Efficient on-Device False Trigger Mitigation. ICASSP Pranay Dighe, Erik Marchi, Srikanth Vishnubhotla, Sachin Kajarekar, Devang Naik
2021	Misc	`conf`	On The Role of Visual Cues in Audiovisual Speech Enhancement. ICASSP Zakaria Aldeneh, Anushree Prasanna Kumar, Barry-John Theobald, Erik Marchi, Sachin Kajarekar, Devang Naik, Ahmed Hussen Abdelaziz
2021	Misc	`conf`	Progressive Voice Trigger Detection: Accuracy vs Latency. ICASSP Siddharth Sigtia, John Bridle, Hywel Richards, Pascal Clark, Erik Marchi, Vineet Garg
2021	—	`conf`	Whispered and Lombard Neural Speech Synthesis. SLT Qiong Hu, Tobias Bleisch, Petko Petkov, Tuomo Raitio, Erik Marchi, Varun Lakshminarasimhan
2021	J	`jnl`	Whispered and Lombard Neural Speech Synthesis. CoRR Qiong Hu, Tobias Bleisch, Petko Petkov, Tuomo Raitio, Erik Marchi, Varun Lakshminarasimhan
2020	Misc	`conf`	Detecting Emotion Primitives from Speech and Their Use in Discerning Categorical Emotions. ICASSP Vasudha Kowtha, Vikramjit Mitra, Chris Bartels, Erik Marchi, Sue Booker, William Caruso, Sachin Kajarekar, Devang Naik
2020	J	`jnl`	Detecting Emotion Primitives from Speech and their use in discerning Categorical Emotions. CoRR Vasudha Kowtha, Vikramjit Mitra, Chris Bartels, Erik Marchi, Sue Booker, William Caruso, Sachin Kajarekar, Devang Naik
2020	Misc	`conf`	Generating Multilingual Voices Using Speaker Space Translation Based on Bilingual Speaker Data. ICASSP Soumi Maiti, Erik Marchi, Alistair Conkie
2020	J	`jnl`	Generating Multilingual Voices Using Speaker Space Translation Based on Bilingual Speaker Data. CoRR Soumi Maiti, Erik Marchi, Alistair Conkie
2020	J	`jnl`	Knowledge Transfer for Efficient On-device False Trigger Mitigation. CoRR Pranay Dighe, Erik Marchi, Srikanth Vishnubhotla, Sachin Kajarekar, Devang Naik
2020	Misc	`conf`	Multi-Task Learning for Speaker Verification and Voice Trigger Detection. ICASSP Siddharth Sigtia, Erik Marchi, Sachin Kajarekar, Devang Naik, John Bridle
2020	J	`jnl`	Multi-task Learning for Speaker Verification and Voice Trigger Detection. CoRR Siddharth Sigtia, Erik Marchi, Sachin Kajarekar, Devang Naik, John Bridle
2020	J	`jnl`	Progressive Voice Trigger Detection: Accuracy vs Latency. CoRR Siddharth Sigtia, John Bridle, Hywel Richards, Pascal Clark, Erik Marchi, Vineet Garg
2020	J	`jnl`	Self-supervised Learning of Visual Speech Features with Audiovisual Speech Enhancement. CoRR Zakaria Aldeneh, Anushree Prasanna Kumar, Barry-John Theobald, Erik Marchi, Sachin Kajarekar, Devang Naik, Ahmed Hussen Abdelaziz
2019	J	`jnl`	Affective and behavioural computing: Lessons learnt from the First Computational Paralinguistics Challenge. Comput. Speech Lang. 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
2019	—	`—`	Automatic Emotion Recognition in the Voice of Children with Autism Spectrum Conditions. Erik Marchi
2019	A	`conf`	Leveraging Acoustic Cues and Paralinguistic Embeddings to Detect Expression from Voice. INTERSPEECH Vikramjit Mitra, Sue Booker, Erik Marchi, David Scott Farrar, Ute Dorothea Peitz, Bridget Cheng, Ermine Teves, Anuj Mehta, Devang Naik
2019	J	`jnl`	Leveraging Acoustic Cues and Paralinguistic Embeddings to Detect Expression from Voice. CoRR Vikramjit Mitra, Sue Booker, Erik Marchi, David Scott Farrar, Ute Dorothea Peitz, Bridget Cheng, Ermine Teves, Anuj Mehta, Devang Naik
2019	—	`conf`	Neural Text-to-Speech Adaptation from Low Quality Public Recordings. SSW Qiong Hu, Erik Marchi, David Winarsky, Yannis Stylianou, Devang Naik, Sachin Kajarekar
2019	J	`jnl`	The ASC-Inclusion Perceptual Serious Gaming Platform for Autistic Children. IEEE Trans. Games 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
2018	A	`conf`	Efficient Voice Trigger Detection for Low Resource Hardware. INTERSPEECH Siddharth Sigtia, Rob Haynes, Hywel Richards, Erik Marchi, John Bridle
2018	Misc	`conf`	Generalised Discriminative Transform via Curriculum Learning for Speaker Recognition. ICASSP Erik Marchi, Stephen Shum, Kvuveon Hwang, Sachin Kajarekar, Siddharth Sigtia, Hywel Richards, Rob Haynes, Yoon Kim, John Bridle
2017	J	`jnl`	Deep Recurrent Neural Network-Based Autoencoders for Acoustic Novelty Detection. Comput. Intell. Neurosci. Erik Marchi, Fabio Vesperini, Stefano Squartini, Björn W. Schuller
2017	A	`conf`	End-to-end learning for dimensional emotion recognition from physiological signals. ICME Gil Keren, Tobias Kirschstein, Erik Marchi, Fabien Ringeval, Björn W. Schuller
2016	Misc	`conf`	Adieu features? End-to-end speech emotion recognition using a deep convolutional recurrent network. ICASSP George Trigeorgis, Fabien Ringeval, Raymond Brueckner, Erik Marchi, Mihalis A. Nicolaou, Björn W. Schuller, Stefanos Zafeiriou
2016	A	`conf`	Automatic Analysis of Typical and Atypical Encoding of Spontaneous Emotion in the Voice of Children. INTERSPEECH Fabien Ringeval, Erik Marchi, Charline Grossard, Jean Xavier, Mohamed Chetouani, David Cohen, Björn W. Schuller
2016	B	`conf`	Detecting road surface wetness from audio: A deep learning approach. ICPR Irman Abdic, Lex Fridman, Daniel E. Brown, William Angell, Bryan Reimer, Erik Marchi, Björn W. Schuller
2016	A*	`conf`	Discriminatively Trained Recurrent Neural Networks for Continuous Dimensional Emotion Recognition from Audio. IJCAI Felix Weninger, Fabien Ringeval, Erik Marchi, Björn W. Schuller
2016	A*	`conf`	Driver Frustration Detection from Audio and Video in the Wild. IJCAI Irman Abdic, Lex Fridman, Daniel McDuff, Erik Marchi, Bryan Reimer, Björn W. Schuller
2016	Misc	`conf`	Enhanced semi-supervised learning for multimodal emotion recognition. ICASSP Zixing Zhang, Fabien Ringeval, Bin Dong, Eduardo Coutinho, Erik Marchi, Björn W. Schuller
2016	A	`conf`	Enhancing Multilingual Recognition of Emotion in Speech by Language Identification. INTERSPEECH Hesam Sagha, Pavel Matejka, Maryna Gavryukova, Filip Povolný, Erik Marchi, Björn W. Schuller
2016	A	`conf`	Facing Realism in Spontaneous Emotion Recognition from Speech: Feature Enhancement by Autoencoder with LSTM Neural Networks. INTERSPEECH Zixing Zhang, Fabien Ringeval, Jing Han, Jun Deng, Erik Marchi, Björn W. Schuller
2016	B	`conf`	Introducing the Weighted Trustability Evaluator for Crowdsourcing Exemplified by Speaker Likability Classification. LREC Simone Hantke, Erik Marchi, Björn W. Schuller
2016	A	`conf`	Is Deception Emotional? An Emotion-Driven Predictive Approach. INTERSPEECH Shahin Amiriparian, Jouni Pohjalainen, Erik Marchi, Sergey Pugachevskiy, Björn W. Schuller
2016	—	`conf`	Pairwise Decomposition with Deep Neural Networks and Multiscale Kernel Subspace Learning for Acoustic Scene Classification. DCASE Erik Marchi, Dario Tonelli, Xinzhou Xu, Fabien Ringeval, Jun Deng, Stefano Squartini, Björn W. Schuller
2016	A	`conf`	Real-Time Tracking of Speakers' Emotions, States, and Traits on Mobile Platforms. INTERSPEECH Erik Marchi, Florian Eyben, Gerhard Hagerer, Björn W. Schuller
2016	J	`jnl`	The Effect of Narrow-Band Transmission on Recognition of Paralinguistic Information From Human Vocalizations. IEEE Access Sascha Frühholz, Erik Marchi, Björn W. Schuller
2016	—	`conf`	Towards Cross-lingual Automatic Diagnosis of Autism Spectrum Condition in Children's Voices. ITG Symposium on Speech Communication Maximilian Schmitt, Erik Marchi, Fabien Ringeval, Björn W. Schuller
2015	Misc	`conf`	A novel approach for automatic acoustic novelty detection using a denoising autoencoder with bidirectional LSTM neural networks. ICASSP Erik Marchi, Fabio Vesperini, Florian Eyben, Stefano Squartini, Björn W. Schuller
2015	—	`conf`	AV+EC 2015: The First Affect Recognition Challenge Bridging Across Audio, Video, and Physiological Data. AVEC@ACM Multimedia Fabien Ringeval, Björn W. Schuller, Michel F. Valstar, Shashank Jaiswal, Erik Marchi, Denis Lalanne, Roddy Cowie, Maja Pantic
2015	J	`jnl`	Detecting Road Surface Wetness from Audio: A Deep Learning Approach. CoRR Irman Abdic, Lex Fridman, Erik Marchi, Daniel E. Brown, William Angell, Bryan Reimer
2015	A	`conf`	Face reading from speech - predicting facial action units from audio cues. INTERSPEECH Fabien Ringeval, Erik Marchi, Marc Mehu, Klaus R. Scherer, Björn W. Schuller
2015	C	`conf`	Intelligent user interfaces in digital games for empowerment and inclusion. Advances in Computer Entertainment Nicolas Sabouret, Björn W. Schuller, Lucas Paletta, Erik Marchi, Hazaël Jones, Atef Ben Youssef
2015	B	`conf`	Non-linear prediction with LSTM recurrent neural networks for acoustic novelty detection. IJCNN Erik Marchi, Fabio Vesperini, Felix Weninger, Florian Eyben, Stefano Squartini, Björn W. Schuller
2015	B	`conf`	Real-time robust recognition of speakers' emotions and characteristics on mobile platforms. ACII Florian Eyben, Bernd Huber, Erik Marchi, Dagmar Schuller, Björn W. Schuller
2015	—	`conf`	The ICL-TUM-PASSAU Approach for the MediaEval 2015 "Affective Impact of Movies" Task. MediaEval George Trigeorgis, Eduardo Coutinho, Fabien Ringeval, Erik Marchi, Stefanos Zafeiriou, Björn W. Schuller
2015	J	`jnl`	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. CoRR Amr El-Desoky Mousa, Erik Marchi, Björn W. Schuller
2015	A	`conf`	Typicality and emotion in the voice of children with autism spectrum condition: evidence across three languages. INTERSPEECH Erik Marchi, Björn W. Schuller, Simon Baron-Cohen, Ofer Golan, Sven Bölte, Prerna Arora, Reinhold Häb-Umbach
2014	B	`conf`	Audio onset detection: A wavelet packet based approach with recurrent neural networks. IJCNN Erik Marchi, Giacomo Ferroni, Florian Eyben, Stefano Squartini, Björn W. Schuller
2014	Misc	`conf`	Multi-resolution linear prediction based features for audio onset detection with bidirectional LSTM neural networks. ICASSP Erik Marchi, Giacomo Ferroni, Florian Eyben, Leonardo Gabrielli, Stefano Squartini, Björn W. Schuller
2014	A	`conf`	The INTERSPEECH 2014 computational paralinguistics challenge: cognitive & physical load. INTERSPEECH Björn W. Schuller, Stefan Steidl, Anton Batliner, Julien Epps, Florian Eyben, Fabien Ringeval, Erik Marchi, Yue Zhang
2014	J	`jnl`	The state of play of ASC-Inclusion: An Integrated Internet-Based Environment for Social Inclusion of Children with Autism Spectrum Conditions. CoRR Björn W. Schuller, Erik Marchi, Simon Baron-Cohen, Helen O'Reilly, Delia Pigat, Peter Robinson, Ian Davies
2013	A	`conf`	Active learning by label uncertainty for acoustic emotion recognition. INTERSPEECH Zixing Zhang, Jun Deng, Erik Marchi, Björn W. Schuller
2013	—	`conf`	Likability of human voices: A feature analysis and a neural network regression approach to automatic likability estimation. WIAMIS Florian Eyben, Felix Weninger, Erik Marchi, Björn W. Schuller
2013	B	`conf`	Sparse Autoencoder-Based Feature Transfer Learning for Speech Emotion Recognition. ACII Jun Deng, Zixing Zhang, Erik Marchi, Björn W. Schuller
2013	A	`conf`	The INTERSPEECH 2013 computational paralinguistics challenge: social signals, conflict, emotion, autism. INTERSPEECH 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
2012	—	`conf`	Emotion in the speech of children with autism spectrum conditions: prosody and everything else. WOCCI Erik Marchi, Björn W. Schuller, Anton Batliner, Shimrit Fridenzon, Shahar Tal, Ofer Golan
2012	A	`conf`	Improving Recognition of Speaker States and Traits by Cumulative Evidence: Intoxication, Sleepiness, Age and Gender. INTERSPEECH Felix Weninger, Erik Marchi, Björn W. Schuller
2012	—	`conf`	Speech, Emotion, Age, Language, Task, and Typicality: Trying to Disentangle Performance and Feature Relevance. SocialCom/PASSAT Erik Marchi, Anton Batliner, Björn W. Schuller, Shimrit Fridenzon, Shahar Tal, Ofer Golan
2011	—	`conf`	Robust Multi-stream Keyword and Non-linguistic Vocalization Detection for Computationally Intelligent Virtual Agents. ISNN (2) Martin Wöllmer, Erik Marchi, Stefano Squartini, Björn W. Schuller