Robust Multi-stream Keyword and Non-linguistic Vocalization Detection for Computationally Intelligent Virtual Agents. - Martin Wöllmer; Erik Marchi; Stefano Squartini; Björn W. Schuller (ISNN (2), 2011)

Improving Recognition of Speaker States and Traits by Cumulative Evidence: Intoxication, Sleepiness, Age and Gender. - Felix Weninger; Erik Marchi; Björn W. Schuller (INTERSPEECH, 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 (SocialCom/PASSAT, 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 (WOCCI, 2012)

Sparse Autoencoder-Based Feature Transfer Learning for Speech Emotion Recognition. - Jun Deng; Zixing Zhang 001; Erik Marchi; Björn W. Schuller (ACII, 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; et al. (INTERSPEECH, 2013)

Active learning by label uncertainty for acoustic emotion recognition. - Zixing Zhang 001; Jun Deng; Erik Marchi; Björn W. Schuller (INTERSPEECH, 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 (WIAMIS, 2013)

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 (ICASSP, 2014)

Audio onset detection: A wavelet packet based approach with recurrent neural networks. - Erik Marchi; Giacomo Ferroni; Florian Eyben; Stefano Squartini; Björn W. Schuller (IJCNN, 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 014 (INTERSPEECH, 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 001; Ian Davies (CoRR, 2014)

Intelligent user interfaces in digital games for empowerment and inclusion. - Nicolas Sabouret; Björn W. Schuller; Lucas Paletta; Erik Marchi; Hazaël Jones; Atef Ben Youssef (Advances in Computer Entertainment, 2015)

Real-time robust recognition of speakers' emotions and characteristics on mobile platforms. - Florian Eyben; Bernd Huber; Erik Marchi; Dagmar Schuller; Björn W. Schuller (ACII, 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 (ICASSP, 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 (IJCNN, 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 (INTERSPEECH, 2015)

Face reading from speech - predicting facial action units from audio cues. - Fabien Ringeval; Erik Marchi; Marc Mehu; Klaus R. Scherer; Björn W. Schuller (INTERSPEECH, 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 (MediaEval, 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 (AVEC@ACM Multimedia, 2015)

Detecting Road Surface Wetness from Audio: A Deep Learning Approach. - Irman Abdic; Lex Fridman 001; Erik Marchi; Daniel E. Brown; William Angell; Bryan Reimer (CoRR, 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)

Towards Cross-lingual Automatic Diagnosis of Autism Spectrum Condition in Children's Voices. - Maximilian Schmitt; Erik Marchi; Fabien Ringeval; Björn W. Schuller (ITG Symposium on Speech Communication, 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 (DCASE, 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 (ICASSP, 2016)

Enhanced semi-supervised learning for multimodal emotion recognition. - Zixing Zhang 001; Fabien Ringeval; Bin Dong; Eduardo Coutinho; Erik Marchi; Björn W. Schuller (ICASSP, 2016)

Detecting road surface wetness from audio: A deep learning approach. - Irman Abdic; Lex Fridman 001; Daniel E. Brown; William Angell; Bryan Reimer; Erik Marchi; Björn W. Schuller (ICPR, 2016)

Driver Frustration Detection from Audio and Video in the Wild. - Irman Abdic; Lex Fridman 001; Daniel McDuff; Erik Marchi; Bryan Reimer; Björn W. Schuller (IJCAI, 2016)

Discriminatively Trained Recurrent Neural Networks for Continuous Dimensional Emotion Recognition from Audio. - Felix Weninger; Fabien Ringeval; Erik Marchi; Björn W. Schuller (IJCAI, 2016)

Is Deception Emotional? An Emotion-Driven Predictive Approach. - Shahin Amiriparian; Jouni Pohjalainen; Erik Marchi; Sergey Pugachevskiy; Björn W. Schuller (INTERSPEECH, 2016)

Real-Time Tracking of Speakers' Emotions, States, and Traits on Mobile Platforms. - Erik Marchi; Florian Eyben; Gerhard Hagerer; Björn W. Schuller (INTERSPEECH, 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 (INTERSPEECH, 2016)

Enhancing Multilingual Recognition of Emotion in Speech by Language Identification. - Hesam Sagha; Pavel Matejka; Maryna Gavryukova; Filip Povolný; Erik Marchi; Björn W. Schuller (INTERSPEECH, 2016)

Facing Realism in Spontaneous Emotion Recognition from Speech: Feature Enhancement by Autoencoder with LSTM Neural Networks. - Zixing Zhang 001; Fabien Ringeval; Jing Han 010; Jun Deng; Erik Marchi; Björn W. Schuller (INTERSPEECH, 2016)

Introducing the Weighted Trustability Evaluator for Crowdsourcing Exemplified by Speaker Likability Classification. - Simone Hantke; Erik Marchi; Björn W. Schuller (LREC, 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)

End-to-end learning for dimensional emotion recognition from physiological signals. - Gil Keren; Tobias Kirschstein; Erik Marchi; Fabien Ringeval; Björn W. Schuller (ICME, 2017)

Deep Recurrent Neural Network-Based Autoencoders for Acoustic Novelty Detection. - Erik Marchi; Fabio Vesperini; Stefano Squartini; Björn W. Schuller (Comput. Intell. Neurosci., 2017)

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 (ICASSP, 2018)

Efficient Voice Trigger Detection for Low Resource Hardware. - Siddharth Sigtia; Rob Haynes; Hywel Richards; Erik Marchi; John Bridle (INTERSPEECH, 2018)

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 (INTERSPEECH, 2019)

Neural Text-to-Speech Adaptation from Low Quality Public Recordings. - Qiong Hu 003; Erik Marchi; David Winarsky; Yannis Stylianou; Devang Naik; Sachin Kajarekar (SSW, 2019)

Affective and behavioural computing: Lessons learnt from the First Computational Paralinguistics Challenge. - Björn W. Schuller; Felix Weninger; Yue Zhang 014; Fabien Ringeval; Anton Batliner; Stefan Steidl; Florian Eyben; Erik Marchi; Alessandro Vinciarelli; Klaus R. Scherer; Mohamed Chetouani; Marcello Mortillaro (Comput. Speech Lang., 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; et al. (IEEE Trans. Games, 2019)

Automatic Emotion Recognition in the Voice of Children with Autism Spectrum Conditions. - Erik Marchi (Verlag Dr. Hut, 2019)

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 (ICASSP, 2020)

Generating Multilingual Voices Using Speaker Space Translation Based on Bilingual Speaker Data. - Soumi Maiti; Erik Marchi; Alistair Conkie (ICASSP, 2020)

Multi-Task Learning for Speaker Verification and Voice Trigger Detection. - Siddharth Sigtia; Erik Marchi; Sachin Kajarekar; Devang Naik; John Bridle (ICASSP, 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)

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 (ICASSP, 2021)

Knowledge Transfer for Efficient on-Device False Trigger Mitigation. - Pranay Dighe; Erik Marchi; Srikanth Vishnubhotla; Sachin Kajarekar; Devang Naik (ICASSP, 2021)

Progressive Voice Trigger Detection: Accuracy vs Latency. - Siddharth Sigtia; John Bridle; Hywel Richards; Pascal Clark; Erik Marchi; Vineet Garg (ICASSP, 2021)

Whispered and Lombard Neural Speech Synthesis. - Qiong Hu 003; Tobias Bleisch; Petko Petkov; Tuomo Raitio; Erik Marchi; Varun Lakshminarasimhan (SLT, 2021)

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 (INTERSPEECH, 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 (INTERSPEECH, 2022)

CALM: Contrastive Aligned Audio-Language Multirate and Multimodal Representations. - Vin Sachidananda; Shao-Yen Tseng; Erik Marchi; Sachin Kajarekar; Panayiotis G. Georgiou (CoRR, 2022)

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 (ICASSP, 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 (ICASSP, 2023)

Multimodal Data and Resource Efficient Device-Directed Speech Detection with Large Foundation Models. - Dominik Wagner 002; Alexander W. Churchill; Siddharth Sigtia; Panayiotis G. Georgiou; Matt Mirsamadi; Aarshee Mishra; Erik Marchi (CoRR, 2023)

A Multimodal Approach to Device-Directed Speech Detection with Large Language Models. - Dominik Wagner 002; Alexander W. Churchill; Siddharth Sigtia; Panayiotis G. Georgiou; Matt Mirsamadi; Aarshee Mishra; Erik Marchi (ICASSP, 2024)

SELMA: A Speech-Enabled Language Model for Virtual Assistant Interactions. - Dominik Wagner 002; Alexander W. Churchill; Siddharth Sigtia; Erik Marchi (ICASSP, 2025)