Felix Weninger

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 27

Top Venues

INTERSPEECH

CoRR

ICASSP

Comput. Speech Lang.

Technical University Munich, Germany (PHD)

Education History

Technical University Munich, Germany

PHD

Publications

Dario Albesano, Nicola Ferri, Felix Weninger, Puming Zhan
Improving Speed/Accuracy Tradeoff for Online Streaming ASR via Real-Valued and Trainable Strides. ICASSP (2024)
Felix Weninger, Marco Gaudesi, Md. Akmal Haidar, Nicola Ferri, Jesús Andrés-Ferrer, Puming Zhan
Conformer with dual-mode chunked attention for joint online and offline ASR. INTERSPEECH (2022)
Yue Zhang, Felix Weninger, Björn W. Schuller, Rosalind W. Picard
Holistic Affect Recognition Using PaNDA: Paralinguistic Non-Metric Dimensional Analysis. IEEE Trans. Affect. Comput. 13 (2) (2022)
Marco Gaudesi, Felix Weninger, Dushyant Sharma, Puming Zhan
ChannelAugment: Improving generalization of multi-channel ASR by training with input channel randomization. CoRR (2021)
Marco Gaudesi, Felix Weninger, Dushyant Sharma, Puming Zhan
ChannelAugment: Improving Generalization of Multi-Channel ASR by Training with Input Channel Randomization. ASRU (2021)
Felix Weninger, Marco Gaudesi, Ralf Leibold, Roberto Gemello, Puming Zhan
Dual-Encoder Architecture with Encoder Selection for Joint Close-Talk and Far-Talk Speech Recognition. CoRR (2021)
Felix Weninger, Marco Gaudesi, Ralf Leibold, Roberto Gemello, Puming Zhan
Dual-Encoder Architecture with Encoder Selection for Joint Close-Talk and Far-Talk Speech Recognition. ASRU (2021)
Felix Weninger, Yue Zhang, Rosalind W. Picard
openXDATA: A Tool for Multi-Target Data Generation and Missing Label Completion. CoRR (2020)
Felix Weninger, Franco Mana, Roberto Gemello, Jesús Andrés-Ferrer, Puming Zhan
Semi-Supervised Learning with Data Augmentation for End-to-End ASR. INTERSPEECH (2020)
Huili Chen, Yue Zhang, Felix Weninger, Rosalind W. Picard, Cynthia Breazeal, Hae Won Park
Dyadic Speech-based Affect Recognition using DAMI-P2C Parent-child Multimodal Interaction Dataset. ICMI (2020)
Huili Chen, Yue Zhang, Felix Weninger, Rosalind W. Picard, Cynthia Breazeal, Hae Won Park
Dyadic Speech-based Affect Recognition using DAMI-P2C Parent-child Multimodal Interaction Dataset. CoRR (2020)
Yue Zhang, Andrea Michi, Johannes Wagner, Elisabeth André, Björn W. Schuller, Felix Weninger
A Generic Human-Machine Annotation Framework Based on Dynamic Cooperative Learning. IEEE Trans. Cybern. 50 (3) (2020)
Felix Weninger, Franco Mana, Roberto Gemello, Jesús Andrés-Ferrer, Puming Zhan
Semi-Supervised Learning with Data Augmentation for End-to-End ASR. CoRR (2020)
Felix Weninger, Jesús Andrés-Ferrer, Xinwei Li, Puming Zhan
Listen, Attend, Spell and Adapt: Speaker Adapted Sequence-to-Sequence ASR. INTERSPEECH (2019)
Franco Mana, Felix Weninger, Roberto Gemello, Puming Zhan
Online Batch Normalization Adaptation for Automatic Speech Recognition. ASRU (2019)
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
Affective and behavioural computing: Lessons learnt from the First Computational Paralinguistics Challenge. Comput. Speech Lang. 53 (2019)
Felix Weninger, Yang Sun, Junho Park, Daniel Willett, Puming Zhan
Deep Learning Based Mandarin Accent Identification for Accent Robust ASR. INTERSPEECH (2019)
Felix Weninger, Jesús Andrés-Ferrer, Xinwei Li, Puming Zhan
Listen, Attend, Spell and Adapt: Speaker Adapted Sequence-to-Sequence ASR. CoRR (2019)
Björn W. Schuller, Yue Zhang, Felix Weninger
Three recent trends in Paralinguistics on the way to omniscient machine intelligence. J. Multimodal User Interfaces 12 (4) (2018)
Yue Zhang, Felix Weninger, Björn W. Schuller
Cross-Domain Classification of Drowsiness in Speech: The Case of Alcohol Intoxication and Sleep Deprivation. INTERSPEECH (2017)
Yue Zhang, Felix Weninger, Boqing Liu, Maximilian Schmitt, Florian Eyben, Björn W. Schuller
A Paralinguistic Approach To Speaker Diarisation: Using Age, Gender, Voice Likability and Personality Traits. ACM Multimedia (2017)
Yue Zhang, Yifan Liu, Felix Weninger, Björn W. Schuller
Multi-task deep neural network with shared hidden layers: Breaking down the wall between emotion representations. ICASSP (2017)
Zixing Zhang, Felix Weninger, Martin Wöllmer, Jing Han, Björn W. Schuller
Towards intoxicated speech recognition. IJCNN (2017)
Florian Groß, Justus Jordan, Felix Weninger, Felix Klanner, Björn W. Schuller
Route and Stopping Intent Prediction at Intersections From Car Fleet Data. IEEE Trans. Intell. Veh. 1 (2) (2016)
Felix Weninger, Fabien Ringeval, Erik Marchi, Björn W. Schuller
Discriminatively Trained Recurrent Neural Networks for Continuous Dimensional Emotion Recognition from Audio. IJCAI (2016)
Yue Zhang, Felix Weninger, Zhao Ren, Björn W. Schuller
Sincerity and Deception in Speech: Two Sides of the Same Coin? A Transfer- and Multi-Task Learning Perspective. INTERSPEECH (2016)
Yue Zhang, Felix Weninger, Anton Batliner, Florian Hönig, Björn W. Schuller
Language proficiency assessment of English L2 speakers based on joint analysis of prosody and native language. ICMI (2016)
Jonathan Le Roux, John R. Hershey, Felix Weninger
Deep NMF for speech separation. ICASSP (2015)
Felix Weninger, Hakan Erdogan, Shinji Watanabe, Emmanuel Vincent, Jonathan Le Roux, John R. Hershey, Björn W. Schuller
Speech Enhancement with LSTM Recurrent Neural Networks and its Application to Noise-Robust ASR. LVA/ICA (2015)
Björn W. Schuller, Stefan Steidl, Anton Batliner, Simone Hantke, Florian Hönig, Juan Rafael Orozco-Arroyave, Elmar Nöth, Yue Zhang, Felix Weninger
The INTERSPEECH 2015 computational paralinguistics challenge: nativeness, parkinson's & eating condition. INTERSPEECH (2015)
Felix Weninger, Johannes Bergmann, Björn W. Schuller
Introducing CURRENNT: the munich open-source CUDA recurrent neural network toolkit. J. Mach. Learn. Res. 16 (2015)
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
A Survey on perceived speaker traits: Personality, likability, pathology, and the first challenge. Comput. Speech Lang. 29 (1) (2015)
Erik Marchi, Fabio Vesperini, Felix Weninger, Florian Eyben, Stefano Squartini, Björn W. Schuller
Non-linear prediction with LSTM recurrent neural networks for acoustic novelty detection. IJCNN (2015)
Eduardo Coutinho, Felix Weninger, Björn W. Schuller, Klaus R. Scherer
The Munich LSTM-RNN Approach to the MediaEval 2014 "Emotion in Music'" Task. MediaEval (2014)
John R. Hershey, Jonathan Le Roux, Felix Weninger
Deep Unfolding: Model-Based Inspiration of Novel Deep Architectures. CoRR (2014)
Felix Weninger, John R. Hershey, Jonathan Le Roux, Björn W. Schuller
Discriminatively trained recurrent neural networks for single-channel speech separation. GlobalSIP (2014)
Felix Weninger, Florian Eyben, Björn W. Schuller
On-line continuous-time music mood regression with deep recurrent neural networks. ICASSP (2014)
Mohammad Soleymani, Anna Aljanaki, Yi-Hsuan Yang, Michael N. Caro, Florian Eyben, Konstantin Markov, Björn W. Schuller, Remco C. Veltkamp, Felix Weninger, Frans Wiering
Emotional Analysis of Music: A Comparison of Methods. ACM Multimedia (2014)
Jürgen T. Geiger, Zixing Zhang, Felix Weninger, Björn W. Schuller, Gerhard Rigoll
Robust speech recognition using long short-term memory recurrent neural networks for hybrid acoustic modelling. INTERSPEECH (2014)
Felix Weninger, Shinji Watanabe, Yuuki Tachioka, Björn W. Schuller
Deep recurrent de-noising auto-encoder and blind de-reverberation for reverberated speech recognition. ICASSP (2014)
Christian Kirst, Felix Weninger, Cyril Joder, Peter Grosche, Jürgen T. Geiger, Björn W. Schuller
On-Line NMF-Based Stereo Up-Mixing of Speech Improves Perceived Reduction of Non-Stationary Noise. Semantic Audio (2014)
Jürgen T. Geiger, Felix Weninger, Jort F. Gemmeke, Martin Wöllmer, Björn W. Schuller, Gerhard Rigoll
Memory-Enhanced Neural Networks and NMF for Robust ASR. IEEE ACM Trans. Audio Speech Lang. Process. 22 (6) (2014)
Felix Weninger, Florian Eyben, Björn W. Schuller
Single-channel speech separation with memory-enhanced recurrent neural networks. ICASSP (2014)
Felix Weninger, Björn W. Schuller, Florian Eyben, Martin Wöllmer, Gerhard Rigoll
A Broadcast News Corpus for Evaluation and Tuning of German LVCSR Systems. CoRR (2014)
Björn W. Schuller, Stefan Steidl, Anton Batliner, Florian Schiel, Jarek Krajewski, Felix Weninger, Florian Eyben
Medium-term speaker states - A review on intoxication, sleepiness and the first challenge. Comput. Speech Lang. 28 (2) (2014)
Felix Weninger, Jonathan Le Roux, John R. Hershey, Shinji Watanabe
Discriminative NMF and its application to single-channel source separation. INTERSPEECH (2014)
Felix Weninger, Jürgen T. Geiger, Martin Wöllmer, Björn W. Schuller, Gerhard Rigoll
Feature enhancement by deep LSTM networks for ASR in reverberant multisource environments. Comput. Speech Lang. 28 (4) (2014)
Martin Wöllmer, Felix Weninger, Tobias Knaup, Björn W. Schuller, Congkai Sun, Kenji Sagae, Louis-Philippe Morency
YouTube Movie Reviews: Sentiment Analysis in an Audio-Visual Context. IEEE Intell. Syst. 28 (3) (2013)
Felix Weninger, Christian Kirst, Björn W. Schuller, Hans-Joachim Bungartz
A discriminative approach to polyphonic piano note transcription using supervised non-negative matrix factorization. ICASSP (2013)
Felix Weninger, Pascal Staudt, Björn W. Schuller
Words that Fascinate the Listener: Predicting Affective Ratings of On-Line Lectures. Int. J. Distance Educ. Technol. 11 (2) (2013)
Florian Eyben, Felix Weninger, Lucas Paletta, Björn W. Schuller
The acoustics of eye contact: detecting visual attention from conversational audio cues. GazeIn@ICMI (2013)
Florian Eyben, Felix Weninger, Erik Marchi, Björn W. Schuller
Likability of human voices: A feature analysis and a neural network regression approach to automatic likability estimation. WIAMIS (2013)
Florian Eyben, Felix Weninger, Stefano Squartini, Björn W. Schuller
Real-life voice activity detection with LSTM Recurrent Neural Networks and an application to Hollywood movies. ICASSP (2013)
Felix Weninger, Claudia Wagner, Martin Wöllmer, Björn W. Schuller, Louis-Philippe Morency
Speaker trait characterization in web videos: Uniting speech, language, and facial features. ICASSP (2013)
Martin Wöllmer, Zixing Zhang, Felix Weninger, Björn W. Schuller, Gerhard Rigoll
Feature enhancement by bidirectional LSTM networks for conversational speech recognition in highly non-stationary noise. ICASSP (2013)
Björn W. Schuller, Ian Dunwell, Felix Weninger, Lucas Paletta
Serious Gaming for Behavior Change: The State of Play. IEEE Pervasive Comput. 12 (3) (2013)
Aldona Rosner, Felix Weninger, Björn W. Schuller, Marcin Michalak, Bozena Kostek
Influence of Low-Level Features Extracted from Rhythmic and Harmonic Sections on Music Genre Classification. ICMMI (2013)
Cyril Joder, Felix Weninger, David Virette, Björn W. Schuller
A comparative study on sparsity penalties for NMF-based speech separation: Beyond LP-norms. ICASSP (2013)
Florian Eyben, Felix Weninger, Björn W. Schuller
Affect recognition in real-life acoustic conditions - a new perspective on feature selection. INTERSPEECH (2013)
Cyril Joder, Felix Weninger, David Virette, Björn W. Schuller
Integrating noise estimation and factorization-based speech separation: A novel hybrid approach. ICASSP (2013)
Florian Eyben, Felix Weninger, Florian Groß, Björn W. Schuller
Recent developments in openSMILE, the munich open-source multimedia feature extractor. ACM Multimedia (2013)
Felix Weninger, Florian Eyben, Björn W. Schuller
The TUM Approach to the MediaEval Music Emotion Task Using Generic Affective Audio Features. MediaEval (2013)
Martin Wöllmer, Felix Weninger, Jürgen T. Geiger, Björn W. Schuller, Gerhard Rigoll
Noise robust ASR in reverberated multisource environments applying convolutive NMF and Long Short-Term Memory. Comput. Speech Lang. 27 (3) (2013)
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
The INTERSPEECH 2013 computational paralinguistics challenge: social signals, conflict, emotion, autism. INTERSPEECH (2013)
Björn W. Schuller, Zixing Zhang, Felix Weninger, Felix Burkhardt
Synthesized speech for model training in cross-corpus recognition of human emotion. Int. J. Speech Technol. 15 (3) (2012)
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
The INTERSPEECH 2012 Speaker Trait Challenge. INTERSPEECH (2012)
Cyril Joder, Felix Weninger, Florian Eyben, David Virette, Björn W. Schuller
Real-Time Speech Separation by Semi-supervised Nonnegative Matrix Factorization. LVA/ICA (2012)
Felix Weninger, Martin Wöllmer, Jürgen T. Geiger, Björn W. Schuller, Jort F. Gemmeke, Antti Hurmalainen, Tuomas Virtanen, Gerhard Rigoll
Non-negative matrix factorization for highly noise-robust ASR: To enhance or to recognize? ICASSP (2012)
Felix Weninger, Martin Wöllmer, Björn W. Schuller
Sparse, Hierarchical and Semi-Supervised Base Learning for Monaural Enhancement of Conversational Speech. ITG Conference on Speech Communication (2012)
Felix Weninger, Martin Wöllmer, Björn W. Schuller
Combining Bottleneck-BLSTM and Semi-Supervised Sparse NMF for Recognition of Conversational Speech in Highly Instationary Noise. INTERSPEECH (2012)
Björn W. Schuller, Simone Hantke, Felix Weninger, Wenjing Han, Zixing Zhang, Shrikanth S. Narayanan
Automatic recognition of emotion evoked by general sound events. ICASSP (2012)
Felix Weninger, Erik Marchi, Björn W. Schuller
Improving Recognition of Speaker States and Traits by Cumulative Evidence: Intoxication, Sleepiness, Age and Gender. INTERSPEECH (2012)
Zixing Zhang, Felix Weninger, Björn W. Schuller
Towards Automatic Intoxication Detection from Speech in Real-Life Acoustic Environments. ITG Conference on Speech Communication (2012)
Martin Wöllmer, Moritz Kaiser, Florian Eyben, Felix Weninger, Björn W. Schuller, Gerhard Rigoll
Fully Automatic Audiovisual Emotion Recognition: Voice, Words, and the Face. ITG Conference on Speech Communication (2012)
Felix Weninger, Jordi Feliu, Björn W. Schuller
Supervised and semi-supervised suppression of background music in monaural speech recordings. ICASSP (2012)
Felix Weninger, Jarek Krajewski, Anton Batliner, Björn W. Schuller
The Voice of Leadership: Models and Performances of Automatic Analysis in Online Speeches. IEEE Trans. Affect. Comput. 3 (4) (2012)
Felix Weninger, Noam Amir, Ofer Amir, Irit Ronen, Florian Eyben, Björn W. Schuller
Robust feature extraction for automatic recognition of vibrato singing in recorded polyphonic music. ICASSP (2012)
Felix Weninger, Björn W. Schuller
Discrimination of Linguistic and Non-Linguistic Vocalizations in Spontaneous Speech: Intra- and Inter-Corpus Perspectives. INTERSPEECH (2012)
Florian Eyben, Felix Weninger, Nicolas H. Lehment, Gerhard Rigoll, Björn W. Schuller
Violent Scenes Detection with Large, Brute-forced Acoustic and Visual Feature Sets. MediaEval (2012)
Wenjing Han, Zixing Zhang, Jun Deng, Martin Wöllmer, Felix Weninger, Björn W. Schuller
Towards distributed recognition of emotion from speech. ISCCSP (2012)
Felix Weninger, Björn W. Schuller
Optimization and Parallelization of Monaural Source Separation Algorithms in the openBliSSART Toolkit. J. Signal Process. Syst. 69 (3) (2012)
Martin Wöllmer, Felix Weninger, Stefan Steidl, Anton Batliner, Björn W. Schuller
Speech-Based Non-Prototypical Affect Recognition for Child-Robot Interaction in Reverberated Environments. INTERSPEECH (2011)
Felix Weninger, Björn W. Schuller
Audio recognition in the wild: Static and dynamic classification on a real-world database of animal vocalizations. ICASSP (2011)
Zixing Zhang, Felix Weninger, Martin Wöllmer, Björn W. Schuller
Unsupervised learning in cross-corpus acoustic emotion recognition. ASRU (2011)
Martin Wöllmer, Felix Weninger, Florian Eyben, Björn W. Schuller
Acoustic-Linguistic Recognition of Interest in Speech with Bottleneck-BLSTM Nets. INTERSPEECH (2011)
Felix Weninger, Alexander Lehmann, Björn W. Schuller
OpenBliSSART: Design and evaluation of a research toolkit for Blind Source Separation in Audio Recognition Tasks. ICASSP (2011)
Björn W. Schuller, Felix Weninger
Ten Recent Trends in Computational Paralinguistics. COST 2102 Training School (2011)
Felix Weninger, Martin Wöllmer, Björn W. Schuller
Automatic Assessment of Singer Traits in Popular Music: Gender, Age, Height and Race. ISMIR (2011)
Felix Weninger, Björn W. Schuller, Anton Batliner, Stefan Steidl, Dino Seppi
Recognition of Nonprototypical Emotions in Reverberated and Noisy Speech by Nonnegative Matrix Factorization. EURASIP J. Adv. Signal Process. 2011 (2011)
Felix Weninger, Jean-Louis Durrieu, Florian Eyben, Gaël Richard, Björn W. Schuller
Combining monaural source separation with Long Short-Term Memory for increased robustness in vocalist gender recognition. ICASSP (2011)
Martin Wöllmer, Felix Weninger, Florian Eyben, Björn W. Schuller
Computational Assessment of Interest in Speech - Facing the Real-Life Challenge. Künstliche Intell. 25 (3) (2011)
Björn W. Schuller, Felix Weninger, Johannes Dorfner
Multi-Modal Non-Prototypical Music Mood Analysis in Continuous Space: Reliability and Performances. ISMIR (2011)
Felix Weninger, Björn W. Schuller, Martin Wöllmer, Gerhard Rigoll
Localization of non-linguistic events in spontaneous speech by Non-Negative Matrix Factorization and Long Short-Term Memory. ICASSP (2011)
Björn W. Schuller, Zixing Zhang, Felix Weninger, Gerhard Rigoll
Using Multiple Databases for Training in Emotion Recognition: To Unite or to Vote? INTERSPEECH (2011)
Felix Burkhardt, Björn W. Schuller, Benjamin Weiss, Felix Weninger
"Would You Buy a Car from Me?" - On the Likability of Telephone Voices. INTERSPEECH (2011)
Björn W. Schuller, Felix Weninger, Martin Wöllmer, Yang Sun, Gerhard Rigoll
Non-negative matrix factorization as noise-robust feature extractor for speech recognition. ICASSP (2010)
Björn W. Schuller, Christoph Kozielski, Felix Weninger, Florian Eyben, Gerhard Rigoll
Vocalist Gender Recognition in Recorded Popular Music. ISMIR (2010)
Björn W. Schuller, Felix Weninger
Discrimination of speech and non-linguistic vocalizations by Non-Negative Matrix Factorization. ICASSP (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Felix Weninger