Erik Marchi

发表

Driver Frustration Detection from Audio and Video in the Wild

Daniel McDuff, Erik Marchi, Björn W. Schuller, 2016, IJCAI.

Multi-Task Learning for Speaker Verification and Voice Trigger Detection

Erik Marchi, Devang Naik, Siddharth Sigtia, 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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

Erik Marchi, Björn W. Schuller, Stefano Squartini, 2011, ISNN.

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

Fabien Ringeval, Erik Marchi, Björn W. Schuller, 2016, INTERSPEECH.

Knowledge Transfer for Efficient on-Device False Trigger Mitigation pdf

Erik Marchi, Devang Naik, Sachin Kajarekar, 2020, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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

Erik Marchi, Björn W. Schuller, Stefano Squartini, 2014, 2014 International Joint Conference on Neural Networks (IJCNN).

Efficient Voice Trigger Detection for Low Resource Hardware

Erik Marchi, Siddharth Sigtia, John Bridle, 2018, INTERSPEECH.

The TUM system for the REVERB Challenge: Recognition of Reverberated Speech using Multi-Channel Correlation Shaping Dereverberation and BLSTM Recurrent Neural Networks

Erik Marchi, Björn Schuller, Gerhard Rigoll, 2014, ICASSP 2014.

ASC-Inclusion – Interactive Software to Help Children with ASC Understand and Express Emotions

Erik Marchi, Björn Schuller, Antonio Camurri, 2013 .

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

Erik Marchi, Björn W. Schuller, Gerhard Hagerer, 2016, INTERSPEECH.

The ASC-Inclusion Perceptual Serious Gaming Platform for Autistic Children

Erik Marchi, Björn Schuller, Antonio Camurri, 2019, IEEE Transactions on Games.

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

Erik Marchi, Björn W. Schuller, Ian Davies, 2014, IUI 2014.

Sparse Autoencoder-Based Feature Transfer Learning for Speech Emotion Recognition

Erik Marchi, Björn W. Schuller, Zixing Zhang, 2013, 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction.

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

Erik Marchi, Björn W. Schuller, Stefano Squartini, 2015, 2015 International Joint Conference on Neural Networks (IJCNN).

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

Fabien Ringeval, Erik Marchi, Björn W. Schuller, 2015, AVEC@ACM Multimedia.

Voice Emotion Games: Language and Emotion in the Voice of Children with Autism Spectrum Conditio

Erik Marchi, Björn Schuller, Ofer Golan, 2015, IUI 2015.

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

Erik Marchi, Björn W. Schuller, Anton Batliner, 2012, WOCCI.

Recent developments and results of ASC-Inclusion: An Integrated Internet-Based Environment for Social Inclusion of Children with Autism Spectrum Conditions

Erik Marchi, Björn Schuller, Antonio Camurri, 2015, IUI 2015.

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

Erik Marchi, 2019 .

Socially Aware Many-to-Machine Communication

Erik Marchi, Björn Schuller, Florian Eyben, 2012 .

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 pdf

Erik Marchi, Björn W. Schuller, Amr El-Desoky Mousa, 2015, ArXiv.

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

Erik Marchi, Björn W. Schuller, Stefano Squartini, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Leveraging Acoustic Cues and Paralinguistic Embeddings to Detect Expression from Voice

Erik Marchi, Devang Naik, Vikramjit Mitra, 2019, INTERSPEECH.

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

Fabio Valente, Fabien Ringeval, Erik Marchi, 2013, INTERSPEECH.

Intelligent user interfaces in digital games for empowerment and inclusion

Erik Marchi, Björn W. Schuller, Lucas Paletta, 2015, Advances in Computer Entertainment.

Detecting Road Surface Wetness from Audio: A Deep Learning Approach

Erik Marchi, Björn W. Schuller, Alex Fridman, 2015, 2016 23rd International Conference on Pattern Recognition (ICPR).

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

Fabien Ringeval, Erik Marchi, Björn W. Schuller, 2016, ITG Symposium on Speech Communication.

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

Fabien Ringeval, Erik Marchi, Björn W. Schuller, 2019, Comput. Speech Lang..

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

Fabien Ringeval, Erik Marchi, Björn W. Schuller, 2017, 2017 IEEE International Conference on Multimedia and Expo (ICME).

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

Erik Marchi, Devang Naik, Ahmed Hussen Abdelaziz, 2020, ArXiv.

Progressive Voice Trigger Detection: Accuracy vs Latency pdf

Erik Marchi, Siddharth Sigtia, John Bridle, 2020, ArXiv.

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

George Trigeorgis, Fabien Ringeval, Erik Marchi, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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

Erik Marchi, Björn W. Schuller, Florian Eyben, 2013, 2013 14th International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS).

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

Erik Marchi, Björn W. Schuller, Sascha Frühholz, 2016, IEEE Access.

Whispered and Lombard Neural Speech Synthesis pdf

Erik Marchi, Tuomo Raitio, Petko N. Petkov, 2021, 2021 IEEE Spoken Language Technology Workshop (SLT).

Generalised Discriminative Transform via Curriculum Learning for Speaker Recognition

Erik Marchi, Siddharth Sigtia, Sachin Kajarekar, 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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

Fabien Ringeval, Erik Marchi, Björn W. Schuller, 2015, INTERSPEECH.

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

Fabien Ringeval, Erik Marchi, Björn W. Schuller, 2016, INTERSPEECH.

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

Erik Marchi, Björn W. Schuller, Reinhold Häb-Umbach, 2015, INTERSPEECH.

Asc-inclusion: Interactive Emotion Games for Social Inclusion of Children with Autism Spectrum Conditions

Erik Marchi, Björn Schuller, Antonio Camurri, 2022 .

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

Erik Marchi, Björn W. Schuller, Simone Hantke, 2016, LREC.

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

Fabien Ringeval, Erik Marchi, Björn W. Schuller, 2016, IJCAI.

Deep Recurrent Neural Network-Based Autoencoders for Acoustic Novelty Detection

Erik Marchi, Björn W. Schuller, Stefano Squartini, 2017, Comput. Intell. Neurosci..

Multi-stream LSTM-HMM decoding and histogram equalization for noise robust keyword spotting

Erik Marchi, Stefano Squartini, Björn Schuller, 2011, Cognitive Neurodynamics.

The INTERSPEECH 2014 computational paralinguistics challenge: cognitive & physical load

Fabien Ringeval, Erik Marchi, Björn W. Schuller, 2014, INTERSPEECH.

Enhanced semi-supervised learning for multimodal emotion recognition

Eduardo Coutinho, Fabien Ringeval, Erik Marchi, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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

Erik Marchi, Yannis Stylianou, Sachin S. Kajarekar, 2019, 10th ISCA Workshop on Speech Synthesis (SSW 10).

Active learning by label uncertainty for acoustic emotion recognition

Erik Marchi, Björn W. Schuller, Zixing Zhang, 2013, INTERSPEECH.

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

Erik Marchi, Björn W. Schuller, Felix Weninger, 2012, INTERSPEECH.

Enhancing Multilingual Recognition of Emotion in Speech by Language Identification

Erik Marchi, Björn W. Schuller, Pavel Matejka, 2016, INTERSPEECH.

Is Deception Emotional? An Emotion-Driven Predictive Approach

Erik Marchi, Björn W. Schuller, Jouni Pohjalainen, 2016, INTERSPEECH.

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

Erik Marchi, Björn W. Schuller, Anton Batliner, 2012, 2012 International Conference on Privacy, Security, Risk and Trust and 2012 International Confernece on Social Computing.

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

Erik Marchi, Alistair Conkie, Soumi Maiti, 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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

Erik Marchi, Stefano Squartini, Florian Eyben, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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

Erik Marchi, Björn W. Schuller, Florian Eyben, 2015, 2015 International Conference on Affective Computing and Intelligent Interaction (ACII).

Single‐Channel Classification and Clustering Approaches

Erik Marchi, Tian Gao, Felix Weninger, 2018 .

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

Erik Marchi, Devang Naik, Sachin Kajarekar, 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

On The Role of Visual Cues in Audiovisual Speech Enhancement

Erik Marchi, Barry-John Theobald, Devang Naik, 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Progressive Voice Trigger Detection: Accuracy vs Latency

Erik Marchi, Siddharth Sigtia, Pascal Clark, 2020, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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

Fabien Ringeval, Erik Marchi, Stefano Squartini, 2016, DCASE.

An investigation of the ‘female camouflage effect’ in autism using a computerized ADOS-2 and a test of sex/gender differences

Erik Marchi, Björn Schuller, Antonio Camurri, 2016, Molecular Autism.