Discrimination of speech and non-linguistic vocalizations by Non-Negative Matrix Factorization. - Björn W. Schuller; Felix Weninger (ICASSP, 2010)

Non-negative matrix factorization as noise-robust feature extractor for speech recognition. - Björn W. Schuller; Felix Weninger; Martin Wöllmer; Yang Sun; Gerhard Rigoll (ICASSP, 2010)

Vocalist Gender Recognition in Recorded Popular Music. - Björn W. Schuller; Christoph Kozielski; Felix Weninger; Florian Eyben; Gerhard Rigoll (ISMIR, 2010)

Unsupervised learning in cross-corpus acoustic emotion recognition. - Zixing Zhang 001; Felix Weninger; Martin Wöllmer; Björn W. Schuller (ASRU, 2011)

Ten Recent Trends in Computational Paralinguistics. - Björn W. Schuller; Felix Weninger (COST 2102 Training School, 2011)

Combining monaural source separation with Long Short-Term Memory for increased robustness in vocalist gender recognition. - Felix Weninger; Jean-Louis Durrieu; Florian Eyben; Gaël Richard; Björn W. Schuller (ICASSP, 2011)

OpenBliSSART: Design and evaluation of a research toolkit for Blind Source Separation in Audio Recognition Tasks. - Felix Weninger; Alexander Lehmann; Björn W. Schuller (ICASSP, 2011)

Audio recognition in the wild: Static and dynamic classification on a real-world database of animal vocalizations. - Felix Weninger; Björn W. Schuller (ICASSP, 2011)

Localization of non-linguistic events in spontaneous speech by Non-Negative Matrix Factorization and Long Short-Term Memory. - Felix Weninger; Björn W. Schuller; Martin Wöllmer; Gerhard Rigoll (ICASSP, 2011)

"Would You Buy a Car from Me?" - On the Likability of Telephone Voices. - Felix Burkhardt; Björn W. Schuller; Benjamin Weiss 001; Felix Weninger (INTERSPEECH, 2011)

Using Multiple Databases for Training in Emotion Recognition: To Unite or to Vote? - Björn W. Schuller; Zixing Zhang 001; Felix Weninger; Gerhard Rigoll (INTERSPEECH, 2011)

Acoustic-Linguistic Recognition of Interest in Speech with Bottleneck-BLSTM Nets. - Martin Wöllmer; Felix Weninger; Florian Eyben; Björn W. Schuller (INTERSPEECH, 2011)

Speech-Based Non-Prototypical Affect Recognition for Child-Robot Interaction in Reverberated Environments. - Martin Wöllmer; Felix Weninger; Stefan Steidl; Anton Batliner; Björn W. Schuller (INTERSPEECH, 2011)

Multi-Modal Non-Prototypical Music Mood Analysis in Continuous Space: Reliability and Performances. - Björn W. Schuller; Felix Weninger; Johannes Dorfner (ISMIR, 2011)

Automatic Assessment of Singer Traits in Popular Music: Gender, Age, Height and Race. - Felix Weninger; Martin Wöllmer; Björn W. Schuller (ISMIR, 2011)

Recognition of Nonprototypical Emotions in Reverberated and Noisy Speech by Nonnegative Matrix Factorization. - Felix Weninger; Björn W. Schuller; Anton Batliner; Stefan Steidl; Dino Seppi (EURASIP J. Adv. Signal Process., 2011)

Computational Assessment of Interest in Speech - Facing the Real-Life Challenge. - Martin Wöllmer; Felix Weninger; Florian Eyben; Björn W. Schuller (Künstliche Intell., 2011)

Sparse, Hierarchical and Semi-Supervised Base Learning for Monaural Enhancement of Conversational Speech. - Felix Weninger; Martin Wöllmer; Björn W. Schuller (ITG Conference on Speech Communication, 2012)

Fully Automatic Audiovisual Emotion Recognition: Voice, Words, and the Face. - Martin Wöllmer; Moritz Kaiser; Florian Eyben; Felix Weninger; Björn W. Schuller; Gerhard Rigoll (ITG Conference on Speech Communication, 2012)

Towards Automatic Intoxication Detection from Speech in Real-Life Acoustic Environments. - Zixing Zhang 001; Felix Weninger; Björn W. Schuller (ITG Conference on Speech Communication, 2012)

Music Information Retrieval: An Inspirational Guide to Transfer from Related Disciplines. - Felix Weninger; Björn W. Schuller; Cynthia C. S. Liem; Frank Kurth; Alan Hanjalic (Multimodal Music Processing, 2012)

Real-Time Speech Separation by Semi-supervised Nonnegative Matrix Factorization. - Cyril Joder; Felix Weninger; Florian Eyben; David Virette; Björn W. Schuller (LVA/ICA, 2012)

Automatic recognition of emotion evoked by general sound events. - Björn W. Schuller; Simone Hantke; Felix Weninger; Wenjing Han; Zixing Zhang 001; Shrikanth S. Narayanan (ICASSP, 2012)

Robust feature extraction for automatic recognition of vibrato singing in recorded polyphonic music. - Felix Weninger; Noam Amir; Ofer Amir; Irit Ronen; Florian Eyben; Björn W. Schuller (ICASSP, 2012)

Supervised and semi-supervised suppression of background music in monaural speech recordings. - Felix Weninger; Jordi Feliu; Björn W. Schuller (ICASSP, 2012)

Non-negative matrix factorization for highly noise-robust ASR: To enhance or to recognize? - Felix Weninger; Martin Wöllmer; Jürgen T. Geiger; Björn W. Schuller; Jort F. Gemmeke; Antti Hurmalainen; Tuomas Virtanen; Gerhard Rigoll (ICASSP, 2012)

The INTERSPEECH 2012 Speaker Trait Challenge. - Björn W. Schuller; Stefan Steidl; Anton Batliner; Elmar Nöth; Alessandro Vinciarelli; Felix Burkhardt; Rob van Son; Felix Weninger; Florian Eyben; Tobias Bocklet; Gelareh Mohammadi; Benjamin Weiss 001 (INTERSPEECH, 2012)

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

Discrimination of Linguistic and Non-Linguistic Vocalizations in Spontaneous Speech: Intra- and Inter-Corpus Perspectives. - Felix Weninger; Björn W. Schuller (INTERSPEECH, 2012)

Combining Bottleneck-BLSTM and Semi-Supervised Sparse NMF for Recognition of Conversational Speech in Highly Instationary Noise. - Felix Weninger; Martin Wöllmer; Björn W. Schuller (INTERSPEECH, 2012)

Towards distributed recognition of emotion from speech. - Wenjing Han; Zixing Zhang 001; Jun Deng; Martin Wöllmer; Felix Weninger; Björn W. Schuller (ISCCSP, 2012)

Violent Scenes Detection with Large, Brute-forced Acoustic and Visual Feature Sets. - Florian Eyben; Felix Weninger; Nicolas H. Lehment; Gerhard Rigoll; Björn W. Schuller (MediaEval, 2012)

Synthesized speech for model training in cross-corpus recognition of human emotion. - Björn W. Schuller; Zixing Zhang 001; Felix Weninger; Felix Burkhardt (Int. J. Speech Technol., 2012)

The Voice of Leadership: Models and Performances of Automatic Analysis in Online Speeches. - Felix Weninger; Jarek Krajewski; Anton Batliner; Björn W. Schuller (IEEE Trans. Affect. Comput., 2012)

Optimization and Parallelization of Monaural Source Separation Algorithms in the openBliSSART Toolkit. - Felix Weninger; Björn W. Schuller (J. Signal Process. Syst., 2012)

Real-life voice activity detection with LSTM Recurrent Neural Networks and an application to Hollywood movies. - Florian Eyben; Felix Weninger; Stefano Squartini; Björn W. Schuller (ICASSP, 2013)

Integrating noise estimation and factorization-based speech separation: A novel hybrid approach. - Cyril Joder; Felix Weninger; David Virette; Björn W. Schuller (ICASSP, 2013)

A comparative study on sparsity penalties for NMF-based speech separation: Beyond LP-norms. - Cyril Joder; Felix Weninger; David Virette; Björn W. Schuller (ICASSP, 2013)

A discriminative approach to polyphonic piano note transcription using supervised non-negative matrix factorization. - Felix Weninger; Christian Kirst; Björn W. Schuller; Hans-Joachim Bungartz (ICASSP, 2013)

Speaker trait characterization in web videos: Uniting speech, language, and facial features. - Felix Weninger; Claudia Wagner 001; Martin Wöllmer; Björn W. Schuller; Louis-Philippe Morency (ICASSP, 2013)

Feature enhancement by bidirectional LSTM networks for conversational speech recognition in highly non-stationary noise. - Martin Wöllmer; Zixing Zhang 001; Felix Weninger; Björn W. Schuller; Gerhard Rigoll (ICASSP, 2013)

The acoustics of eye contact: detecting visual attention from conversational audio cues. - Florian Eyben; Felix Weninger; Lucas Paletta; Björn W. Schuller (GazeIn@ICMI, 2013)

Influence of Low-Level Features Extracted from Rhythmic and Harmonic Sections on Music Genre Classification. - Aldona Rosner; Felix Weninger; Björn W. Schuller; Marcin Michalak 001; Bozena Kostek (ICMMI, 2013)

Affect recognition in real-life acoustic conditions - a new perspective on feature selection. - Florian Eyben; Felix Weninger; Björn W. Schuller (INTERSPEECH, 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)

The TUM Approach to the MediaEval Music Emotion Task Using Generic Affective Audio Features. - Felix Weninger; Florian Eyben; Björn W. Schuller (MediaEval, 2013)

Recent developments in openSMILE, the munich open-source multimedia feature extractor. - Florian Eyben; Felix Weninger; Florian Groß; Björn W. Schuller (ACM Multimedia, 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)

Noise robust ASR in reverberated multisource environments applying convolutive NMF and Long Short-Term Memory. - Martin Wöllmer; Felix Weninger; Jürgen T. Geiger; Björn W. Schuller; Gerhard Rigoll (Comput. Speech Lang., 2013)

YouTube Movie Reviews: Sentiment Analysis in an Audio-Visual Context. - Martin Wöllmer; Felix Weninger; Tobias Knaup; Björn W. Schuller; Congkai Sun; Kenji Sagae; Louis-Philippe Morency (IEEE Intell. Syst., 2013)

Words that Fascinate the Listener: Predicting Affective Ratings of On-Line Lectures. - Felix Weninger; Pascal Staudt; Björn W. Schuller (Int. J. Distance Educ. Technol., 2013)

Serious Gaming for Behavior Change: The State of Play. - Björn W. Schuller; Ian Dunwell; Felix Weninger; Lucas Paletta (IEEE Pervasive Comput., 2013)

Discriminatively trained recurrent neural networks for single-channel speech separation. - Felix Weninger; John R. Hershey; Jonathan Le Roux; Björn W. Schuller (GlobalSIP, 2014)

Single-channel speech separation with memory-enhanced recurrent neural networks. - Felix Weninger; Florian Eyben; Björn W. Schuller (ICASSP, 2014)

On-line continuous-time music mood regression with deep recurrent neural networks. - Felix Weninger; Florian Eyben; Björn W. Schuller (ICASSP, 2014)

Deep recurrent de-noising auto-encoder and blind de-reverberation for reverberated speech recognition. - Felix Weninger; Shinji Watanabe 001; Yuuki Tachioka; Björn W. Schuller (ICASSP, 2014)

Robust speech recognition using long short-term memory recurrent neural networks for hybrid acoustic modelling. - Jürgen T. Geiger; Zixing Zhang 001; Felix Weninger; Björn W. Schuller; Gerhard Rigoll (INTERSPEECH, 2014)

Discriminative NMF and its application to single-channel source separation. - Felix Weninger; Jonathan Le Roux; John R. Hershey; Shinji Watanabe 001 (INTERSPEECH, 2014)

The Munich LSTM-RNN Approach to the MediaEval 2014 "Emotion in Music'" Task. - Eduardo Coutinho; Felix Weninger; Björn W. Schuller; Klaus R. Scherer (MediaEval, 2014)

Emotional Analysis of Music: A Comparison of Methods. - Mohammad Soleymani 001; Anna Aljanaki; Yi-Hsuan Yang; Michael N. Caro; Florian Eyben; Konstantin Markov; Björn W. Schuller; Remco C. Veltkamp; Felix Weninger; Frans Wiering (ACM Multimedia, 2014)

On-Line NMF-Based Stereo Up-Mixing of Speech Improves Perceived Reduction of Non-Stationary Noise. - Christian Kirst; Felix Weninger; Cyril Joder; Peter Grosche; Jürgen T. Geiger; Björn W. Schuller (Semantic Audio, 2014)

Deep Unfolding: Model-Based Inspiration of Novel Deep Architectures. - John R. Hershey; Jonathan Le Roux; Felix Weninger (CoRR, 2014)

A Broadcast News Corpus for Evaluation and Tuning of German LVCSR Systems. - Felix Weninger; Björn W. Schuller; Florian Eyben; Martin Wöllmer; Gerhard Rigoll (CoRR, 2014)

Medium-term speaker states - A review on intoxication, sleepiness and the first challenge. - Björn W. Schuller; Stefan Steidl; Anton Batliner; Florian Schiel; Jarek Krajewski; Felix Weninger; Florian Eyben (Comput. Speech Lang., 2014)

Feature enhancement by deep LSTM networks for ASR in reverberant multisource environments. - Felix Weninger; Jürgen T. Geiger; Martin Wöllmer; Björn W. Schuller; Gerhard Rigoll (Comput. Speech Lang., 2014)

Memory-Enhanced Neural Networks and NMF for Robust ASR. - Jürgen T. Geiger; Felix Weninger; Jort F. Gemmeke; Martin Wöllmer; Björn W. Schuller; Gerhard Rigoll (IEEE ACM Trans. Audio Speech Lang. Process., 2014)

Speech Enhancement with LSTM Recurrent Neural Networks and its Application to Noise-Robust ASR. - Felix Weninger; Hakan Erdogan; Shinji Watanabe 001; Emmanuel Vincent 001; Jonathan Le Roux; John R. Hershey; Björn W. Schuller (LVA/ICA, 2015)

Deep NMF for speech separation. - Jonathan Le Roux; John R. Hershey; Felix Weninger (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)

The INTERSPEECH 2015 computational paralinguistics challenge: nativeness, parkinson's & eating condition. - Björn W. Schuller; Stefan Steidl; Anton Batliner; Simone Hantke; Florian Hönig; Juan Rafael Orozco-Arroyave; Elmar Nöth; Yue Zhang 014; Felix Weninger (INTERSPEECH, 2015)

A Survey on perceived speaker traits: Personality, likability, pathology, and the first challenge. - Björn W. Schuller; Stefan Steidl; Anton Batliner; Elmar Nöth; Alessandro Vinciarelli; Felix Burkhardt; Rob van Son; Felix Weninger; Florian Eyben; Tobias Bocklet; Gelareh Mohammadi; Benjamin Weiss 001 (Comput. Speech Lang., 2015)

Introducing CURRENNT: the munich open-source CUDA recurrent neural network toolkit. - Felix Weninger; Johannes Bergmann; Björn W. Schuller (J. Mach. Learn. Res., 2015)

Intelligent Single-Channel Methods for Multi-Source Audio Analysis. - Felix Weninger (Verlag Dr. Hut, 2015)

Language proficiency assessment of English L2 speakers based on joint analysis of prosody and native language. - Yue Zhang 014; Felix Weninger; Anton Batliner; Florian Hönig; Björn W. Schuller (ICMI, 2016)

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

Sincerity and Deception in Speech: Two Sides of the Same Coin? A Transfer- and Multi-Task Learning Perspective. - Yue Zhang 014; Felix Weninger; Zhao Ren; Björn W. Schuller (INTERSPEECH, 2016)

Route and Stopping Intent Prediction at Intersections From Car Fleet Data. - Florian Groß; Justus Jordan; Felix Weninger; Felix Klanner; Björn W. Schuller (IEEE Trans. Intell. Veh., 2016)

Multi-task deep neural network with shared hidden layers: Breaking down the wall between emotion representations. - Yue Zhang 014; Yifan Liu; Felix Weninger; Björn W. Schuller (ICASSP, 2017)

Towards intoxicated speech recognition. - Zixing Zhang 001; Felix Weninger; Martin Wöllmer; Jing Han 010; Björn W. Schuller (IJCNN, 2017)

Cross-Domain Classification of Drowsiness in Speech: The Case of Alcohol Intoxication and Sleep Deprivation. - Yue Zhang 014; Felix Weninger; Björn W. Schuller (INTERSPEECH, 2017)

A Paralinguistic Approach To Speaker Diarisation: Using Age, Gender, Voice Likability and Personality Traits. - Yue Zhang 014; Felix Weninger; Boqing Liu; Maximilian Schmitt; Florian Eyben; Björn W. Schuller (ACM Multimedia, 2017)

Three recent trends in Paralinguistics on the way to omniscient machine intelligence. - Björn W. Schuller; Yue Zhang 014; Felix Weninger (J. Multimodal User Interfaces, 2018)

Online Batch Normalization Adaptation for Automatic Speech Recognition. - Franco Mana; Felix Weninger; Roberto Gemello; Puming Zhan (ASRU, 2019)

Listen, Attend, Spell and Adapt: Speaker Adapted Sequence-to-Sequence ASR. - Felix Weninger; Jesús Andrés-Ferrer; Xinwei Li; Puming Zhan (INTERSPEECH, 2019)

Deep Learning Based Mandarin Accent Identification for Accent Robust ASR. - Felix Weninger; Yang Sun; Junho Park; Daniel Willett; Puming Zhan (INTERSPEECH, 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)

Dyadic Speech-based Affect Recognition using DAMI-P2C Parent-child Multimodal Interaction Dataset. - Huili Chen; Yue Zhang 014; Felix Weninger; Rosalind W. Picard; Cynthia Breazeal; Hae Won Park 001 (ICMI, 2020)

Semi-Supervised Learning with Data Augmentation for End-to-End ASR. - Felix Weninger; Franco Mana; Roberto Gemello; Jesús Andrés-Ferrer; Puming Zhan (INTERSPEECH, 2020)

openXDATA: A Tool for Multi-Target Data Generation and Missing Label Completion. - Felix Weninger; Yue Zhang 014; Rosalind W. Picard (CoRR, 2020)

A Generic Human-Machine Annotation Framework Based on Dynamic Cooperative Learning. - Yue Zhang 014; Andrea Michi; Johannes Wagner 001; Elisabeth André; Björn W. Schuller; Felix Weninger (IEEE Trans. Cybern., 2020)

ChannelAugment: Improving Generalization of Multi-Channel ASR by Training with Input Channel Randomization. - Marco Gaudesi; Felix Weninger; Dushyant Sharma; Puming Zhan (ASRU, 2021)

Dual-Encoder Architecture with Encoder Selection for Joint Close-Talk and Far-Talk Speech Recognition. - Felix Weninger; Marco Gaudesi; Ralf Leibold; Roberto Gemello; Puming Zhan (ASRU, 2021)

Conformer with dual-mode chunked attention for joint online and offline ASR. - Felix Weninger; Marco Gaudesi; Md. Akmal Haidar; Nicola Ferri; Jesús Andrés-Ferrer; Puming Zhan (INTERSPEECH, 2022)

Holistic Affect Recognition Using PaNDA: Paralinguistic Non-Metric Dimensional Analysis. - Yue Zhang 014; Felix Weninger; Björn W. Schuller; Rosalind W. Picard (IEEE Trans. Affect. Comput., 2022)

Improving Speed/Accuracy Tradeoff for Online Streaming ASR via Real-Valued and Trainable Strides. - Dario Albesano; Nicola Ferri; Felix Weninger; Puming Zhan (ICASSP, 2024)