Gil Keren
Gil Keren
Verified email at informatik.uni-augsburg.de
Title
Cited by
Cited by
Year
Convolutional RNN: an Enhanced Model for Extracting Features from Sequential Data
G Keren, B Schuller
International Joint Conference on Neural Networks (IJCNN), 2016, 3412-3419, 2016
782016
End-to-End Learning for Dimensional Emotion Recognition from Physiological Signals
G Keren, T Kirschstein, E Marchi, F Ringeval, B Schuller
IEEE International Conference on Multimedia and Expo (ICME), 985-990, 2017
302017
Convolutional Neural Networks with Data Augmentation for Classifying Speakers' Native Language.
G Keren, J Deng, J Pohjalainen, BW Schuller
INTERSPEECH, 2393-2397, 2016
262016
CAST a Database: Rapid Targeted Large-Scale Big Data Acquisition via Small-World Modelling of Social Media Platforms
S Amiriparian, S Pugachevskiy, N Cummins, S Hantke, J Pohjalainen, ...
Affective Computing and Intelligent Interaction, 2017
222017
Calibrated Prediction Intervals for Neural Network Regressors
G Keren, N Cummins, B Schuller
IEEE Access 6, 54033 - 54041, 2018
212018
Towards Robust Speech Emotion Recognition Using Deep Residual Networks for Speech Enhancement
A Triantafyllopoulos, G Keren, J Wagner, I Steiner, B Schuller
INTERSPEECH, 1691-1695, 2019
172019
Weakly supervised one-shot detection with attention siamese networks
G Keren, M Schmitt, T Kehrenberg, B Schuller
142018
Deep learning for multisensorial and multimodal interaction
G Keren, AED Mousa, O Pietquin, S Zafeiriou, B Schuller
The Handbook of Multimodal-Multisensor Interfaces: Signal Processing …, 2018
132018
Fast Single-Class Classification and the Principle of Logit Separation
G Keren, S Sabato, B Schuller
International Conference on Data Mining (ICDM), 2018
12*2018
Scaling Speech Enhancement in Unseen Environments with Noise Embeddings
G Keren, J Han, B Schuller
the Fifth CHiME Challenge Workshop, 2018
102018
Tunable Sensitivity to Large Errors in Neural Network Training
G Keren, S Sabato, BW Schuller
AAAI, 2087-2093, 2017
102017
Emotion recognition in speech with latent discriminative representations learning
J Han, Z Zhang, G Keren, B Schuller
Acta Acustica united with Acustica 104 (5), 737-740, 2018
82018
Alignment restricted streaming recurrent neural network transducer
J Mahadeokar, Y Shangguan, D Le, G Keren, H Su, T Le, CF Yeh, ...
2021 IEEE Spoken Language Technology Workshop (SLT), 52-59, 2021
72021
On Definable Skolem Functions in Weakly O-Minimal Nonvaluational Structures
PE Eleftheriou, A Hasson, G Keren
The Journal of Symbolic Logic 82 (4), 1482-1495, 2017
72017
Contextual RNN-T for open domain ASR
M Jain, G Keren, J Mahadeokar, G Zweig, F Metze, Y Saraf
arXiv preprint arXiv:2006.03411, 2020
52020
Definable Compactness in Weakly O-Minimal Structures
G Keren
Ben-Gurion University of the Negev, Faculty of Natural Sciences, Department …, 2014
52014
Analysis of loss functions for fast single-class classification
G Keren, S Sabato, B Schuller
Knowledge and Information Systems 62 (1), 337-358, 2020
42020
Deep Shallow Fusion for RNN-T Personalization
D Le, G Keren, J Chan, J Mahadeokar, C Fuegen, ML Seltzer
2021 IEEE Spoken Language Technology Workshop (SLT), 251-257, 2021
32021
Weakly supervised one-shot detection with attention similarity networks
G Keren, M Schmitt, T Kehrenberg, B Schuller
arXiv preprint arXiv:1801.03329, 2018
32018
N-HANS: Introducing the Augsburg Neuro-Holistic Audio-eNhancement System
S Liu, G Keren, B Schuller
arXiv preprint arXiv:1911.07062, 2019
22019
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