F. Weninger

发表

Fully Automatic Audiovisual Emotion Recognition: Voice, Words, and the Face

Björn W. Schuller, Florian Eyben, Martin Wöllmer, 2012, ITG Conference on Speech Communication.

The MERL/MELCO/TUM system for the REVERB Challenge using Deep Recurrent Neural Network Feature Enhancement

Yuuki Tachioka, Jonathan Le Roux, John R. Hershey, 2014, ICASSP 2014.

Deep recurrent de-noising auto-encoder and blind de-reverberation for reverberated speech recognition

Yuuki Tachioka, Björn W. Schuller, Shinji Watanabe, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Speech-Based Non-Prototypical Affect Recognition for Child-Robot Interaction in Reverberated Environments

Björn W. Schuller, Martin Wöllmer, Anton Batliner, 2011, INTERSPEECH.

A Broadcast News Corpus for Evaluation and Tuning of German LVCSR Systems pdf

Björn W. Schuller, Florian Eyben, Martin Wöllmer, 2014, ArXiv.

The TUM+TUT+KUL approach to the CHiME challenge 2013: Multi-stream ASR exploiting BLSTM networks and sparse NMF

Björn Schuller, Martin Wöllmer, Gerhard Rigoll, 2013 .

DUAL SYSTEM COMBINATION APPROACH FOR VARIOUS REVERBERANT ENVIRONMENTS WITH DEREVERBERATION TECHNIQUES

F. Weninger, Shinji Watanabe, Yuuki Tachioka, 2014 .

Recent developments in openSMILE, the munich open-source multimedia feature extractor

Björn W. Schuller, Florian Eyben, Felix Weninger, 2013, ACM Multimedia.

On the Acoustics of Emotion in Audio: What Speech, Music, and Sound have in Common

K. Scherer, M. Mortillaro, Björn Schuller, 2013, Front. Psychol..

Emotion Recognition in Naturalistic Speech and Language—A Survey

Björn Schuller, Martin Wöllmer, Felix Weninger, 2015 .

Semi-Supervised Suppression of Background Music in Monaural Speech Recordings

Björn Schuller, F. Weninger, Jordi Feliu, 2011 .

On-line continuous-time music mood regression with deep recurrent neural networks

Björn W. Schuller, Florian Eyben, Felix Weninger, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

A Survey on perceived speaker traits: Personality, likability, pathology, and the first challenge

Elmar Nöth, Björn W. Schuller, Florian Eyben, 2015, Comput. Speech Lang..

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

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

A Discriminative Approach to Polyphonic Piano Note Transcription using Nonnegative Matrix Factorization

Hans-Joachim Bungartz, Björn Schuller, Felix Weninger, 2013, ICASSP 2013.

Optimization and Parallelization of Monaural Source Separation Algorithms in the openBliSSART Toolkit

F. Weninger, B. Schuller, 2012, Journal of Signal Processing Systems.

A Generic Human–Machine Annotation Framework Based on Dynamic Cooperative Learning

Yue Zhang, Johannes Wagner, Felix Weninger, 2020, IEEE Transactions on Cybernetics.

Sincerity and Deception in Speech: Two Sides of the Same Coin? A Transfer- and Multi-Task Learning Perspective

Björn W. Schuller, Zhao Ren, Yue Zhang, 2016, INTERSPEECH.

A Paralinguistic Approach To Speaker Diarisation: Using Age, Gender, Voice Likability and Personality Traits

Björn W. Schuller, Florian Eyben, Yue Zhang, 2017, ACM Multimedia.

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

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

Speaker trait characterization in web videos: Uniting speech, language, and facial features

Björn W. Schuller, Martin Wöllmer, Louis-Philippe Morency, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

Synthesized speech for model training in cross-corpus recognition of human emotion

Björn W. Schuller, Zixing Zhang, Felix Weninger, 2012, International Journal of Speech Technology.

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

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

Ten Recent Trends in Computational Paralinguistics

Björn W. Schuller, Felix Weninger, Björn Schuller, 2011, COST 2102 Training School.

Recognition of Nonprototypical Emotions in Reverberated and Noisy Speech by Nonnegative Matrix Factorization

Björn W. Schuller, Anton Batliner, Stefan Steidl, 2011, EURASIP J. Adv. Signal Process..

Selecting Training Data for Cross-Corpus Speech Emotion Recognition: Prototypicality vs. Generalization

Björn Schuller, Zixing Zhang, Gerhard Rigoll, 2011 .

"Would You Buy a Car from Me?" - On the Likability of Telephone Voices

Björn W. Schuller, Felix Weninger, Felix Burkhardt, 2011, INTERSPEECH.

Discrimination of speech and non-linguistic vocalizations by Non-Negative Matrix Factorization

Björn W. Schuller, Felix Weninger, Björn Schuller, 2010, 2010 IEEE International Conference on Acoustics, Speech and Signal Processing.

Deep Unfolding: Model-Based Inspiration of Novel Deep Architectures pdf

Jonathan Le Roux, John R. Hershey, Felix Weninger, 2014, ArXiv.

YouTube Movie Reviews: Sentiment Analysis in an Audio-Visual Context

Björn W. Schuller, Congkai Sun, Martin Wöllmer, 2013, IEEE Intelligent Systems.

Pattern robustness of diagnostic gene expression signatures in leukemia

F. Weninger, A. Kohlmann, T. Haferlach, 2005, Genes, chromosomes & cancer.

Speech Enhancement with LSTM Recurrent Neural Networks and its Application to Noise-Robust ASR

Björn W. Schuller, Jonathan Le Roux, John R. Hershey, 2015, LVA/ICA.

Feature enhancement by bidirectional LSTM networks for conversational speech recognition in highly non-stationary noise

Björn W. Schuller, Zixing Zhang, Martin Wöllmer, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

Serious Gaming for Behavior Change: The State of Play

Björn W. Schuller, Lucas Paletta, Ian Dunwell, 2013, IEEE Pervasive Computing.

Multi-task deep neural network with shared hidden layers: Breaking down the wall between emotion representations

Björn W. Schuller, Yue Zhang, Felix Weninger, 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

I Hear You Eat and Speak: Automatic Recognition of Eating Condition and Food Type, Use-Cases, and Impact on ASR Performance

Fabien Ringeval, Björn Schuller, Anton Batliner, 2016, PloS one.

Computational Assessment of Interest in Speech—Facing the Real-Life Challenge

Björn W. Schuller, Florian Eyben, Martin Wöllmer, 2011, KI - Künstliche Intelligenz.

Using Multiple Databases for Training in Emotion Recognition: To Unite or to Vote?

Björn W. Schuller, Zixing Zhang, Gerhard Rigoll, 2011, INTERSPEECH.

Listen, Attend, Spell and Adapt: Speaker Adapted Sequence-to-Sequence ASR pdf

Puming Zhan, Jesús Andrés-Ferrer, Felix Weninger, 2019, INTERSPEECH.

Discriminatively trained recurrent neural networks for single-channel speech separation

Björn W. Schuller, Jonathan Le Roux, John R. Hershey, 2014, 2014 IEEE Global Conference on Signal and Information Processing (GlobalSIP).

Conformer with dual-mode chunked attention for joint online and offline ASR

Md. Akmal Haidar, F. Weninger, P. Zhan, 2022, INTERSPEECH.

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).

Real-life voice activity detection with LSTM Recurrent Neural Networks and an application to Hollywood movies

Björn W. Schuller, Stefano Squartini, Florian Eyben, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

DUAL SYSTEM COMBINATION APPROACH FOR VARIOUS REVERBERANT ENVIRONMENTS WITH DEREVERBERATION TECHNIQUES

F. Weninger, Shinji Watanabe, Yuuki Tachioka, 2014 .

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.

Intelligent Single-Channel Methods for Multi-Source Audio Analysis

Felix Weninger, F. Weninger, 2015 .

Words that Fascinate the Listener: Predicting Affective Ratings of On-Line Lectures

Björn W. Schuller, Felix Weninger, Pascal Staudt, 2013, Int. J. Distance Educ. Technol..

Affect recognition in real-life acoustic conditions - a new perspective on feature selection

Björn W. Schuller, Florian Eyben, Felix Weninger, 2013, INTERSPEECH.

The Voice of Leadership: Models and Performances of Automatic Analysis in Online Speeches

Björn W. Schuller, Jarek Krajewski, Anton Batliner, 2012, IEEE Transactions on Affective Computing.

The INTERSPEECH 2012 Speaker Trait Challenge

Elmar Nöth, Björn W. Schuller, Florian Eyben, 2012, INTERSPEECH.

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

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

Optimization and Parallelization of Monaural Source Separation Algorithms in the openBliSSART Toolkit

Björn W. Schuller, Felix Weninger, Björn Schuller, 2012, J. Signal Process. Syst..

Medium-term speaker states - A review on intoxication, sleepiness and the first challenge

Björn W. Schuller, Florian Eyben, Jarek Krajewski, 2014, Comput. Speech Lang..

OpenBliSSART: Design and evaluation of a research toolkit for Blind Source Separation in Audio Recognition Tasks

Björn W. Schuller, Felix Weninger, Alexander Lehmann, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Violent Scenes Detection with Large, Brute-forced Acoustic and Visual Feature Sets

Björn W. Schuller, Florian Eyben, Gerhard Rigoll, 2012, MediaEval.

Introducing CURRENNT: the munich open-source CUDA recurrent neural network toolkit

Björn W. Schuller, Felix Weninger, Johannes Bergmann, 2015, J. Mach. Learn. Res..

Cross-Domain Classification of Drowsiness in Speech: The Case of Alcohol Intoxication and Sleep Deprivation

Björn W. Schuller, Yue Zhang, Felix Weninger, 2017, INTERSPEECH.

Language proficiency assessment of English L2 speakers based on joint analysis of prosody and native language

Björn W. Schuller, Florian Hönig, Anton Batliner, 2016, ICMI.

Deep NMF for speech separation

Jonathan Le Roux, John R. Hershey, Felix Weninger, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Discriminative NMF and its application to single-channel source separation

Jonathan Le Roux, John R. Hershey, Shinji Watanabe, 2014, INTERSPEECH.

The INTERSPEECH 2015 computational paralinguistics challenge: nativeness, parkinson's & eating condition

Elmar Nöth, Björn W. Schuller, Juan R. Orozco-Arroyave, 2015, INTERSPEECH.

Unsupervised learning in cross-corpus acoustic emotion recognition

Björn W. Schuller, Zixing Zhang, Martin Wöllmer, 2011, 2011 IEEE Workshop on Automatic Speech Recognition & Understanding.

Semi-Supervised Learning with Data Augmentation for End-to-End ASR pdf

Puming Zhan, Roberto Gemello, Felix Weninger, 2020, INTERSPEECH.

A Generic Concept for Large-scale Microarray Analysis Dedicated to Medical Diagnostics

M Dugas, F Weninger, S Merk, 2006, Methods of Information in Medicine.

Robust speech recognition using long short-term memory recurrent neural networks for hybrid acoustic modelling

Björn W. Schuller, Zixing Zhang, Gerhard Rigoll, 2014, INTERSPEECH.

Deep Learning Based Mandarin Accent Identification for Accent Robust ASR

Puming Zhan, Yang Sun, Felix Weninger, 2019, INTERSPEECH.

Audio recognition in the wild: Static and dynamic classification on a real-world database of animal vocalizations

Björn W. Schuller, Felix Weninger, Björn Schuller, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Music Information Retrieval: An Inspirational Guide to Transfer from Related Disciplines

Björn W. Schuller, Alan Hanjalic, Frank Kurth, 2012, Multimodal Music Processing.

Synthesized speech for model training in cross-corpus recognition of human emotion

Björn Schuller, F. Burkhardt, F. Weninger, 2012, Int. J. Speech Technol..

Single-channel speech separation with memory-enhanced recurrent neural networks

Björn W. Schuller, Florian Eyben, Felix Weninger, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Real-Time Speech Separation by Semi-supervised Nonnegative Matrix Factorization

Björn W. Schuller, Florian Eyben, David Virette, 2012, LVA/ICA.

Localization of non-linguistic events in spontaneous speech by Non-Negative Matrix Factorization and Long Short-Term Memory

Björn W. Schuller, Martin Wöllmer, Gerhard Rigoll, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Route and Stopping Intent Prediction at Intersections From Car Fleet Data

Björn W. Schuller, Felix Klanner, Felix Weninger, 2016, IEEE Transactions on Intelligent Vehicles.

Holistic Affect Recognition Using PaNDA: Paralinguistic Non-Metric Dimensional Analysis

Yue Zhang, Felix Weninger, Rosalind W. Picard, 2019, IEEE Transactions on Affective Computing.

The acoustics of eye contact: detecting visual attention from conversational audio cues

Björn W. Schuller, Lucas Paletta, Florian Eyben, 2013, GazeIn '13.

Dyadic Speech-based Affect Recognition using DAMI-P2C Parent-child Multimodal Interaction Dataset

Cynthia Breazeal, Yue Zhang, Felix Weninger, 2020, ICMI.