All publications sorted by author
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | 21 | 22 | 23 | 24 | 25 | 26 | 27 | 28 | 29 | 30 | 31 | 32 | 33 | 34 | 35 | 36 | 37 | 38 | 39 | 40 | 41 | 42 | 43 | 44 | 45 | 46 | 47 | 48 | 49 | 50 | 51 | 52 | 53 | 54 | 55 | 56 | 57 | 58 | 59 | 60 | 61 | 62 | 63 | 64 | 65 | 66 | 67 | 68 | 69 | 70 | 71 | 72 | 73 | 74 | 75 | 76 | 77 | 78 | 79 | 80 |
S
| Template-based ASR using Posterior features and synthetic references: comparing different TTS systems, , and , in: SAPA-SCALE Conference, International Speech Communication Association, 2012 |
|
| Posterior Features for Template-based ASR, , , and , in: Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing, Prague, Czech Republic, 2011 |
|
| On MLP-based Posterior Features for Template-based ASR, , , and , Idiap-RR-37-2009 |
|
| Speaker recognition on mono-channel telephony recordings, , , , and , in: The Speaker and Language Recognition Workshop, 2022 |
|
| Gradient-based Methods for Deep Model Interpretability, , École polytechnique fédérale de Lausanne, 2021 |
[DOI] |
| Rethinking the Role of Gradient-based Attribution Methods for Model Interpretability, and , in: International Conference on Learning Representations, 2021 |
|
| Gradient Alignment in Deep Neural Networks, and , Idiap-RR-14-2020 |
|
| Full-Gradient Representation for Neural Network Visualization, and , in: Advances in Neural Information Processing Systems, 2019 |
[URL] |
| Knowledge Transfer with Jacobian Matching, and , Idiap-RR-04-2018 |
[URL] |
| Local Affine Approximations for Improving Knowledge Transfer, and , Idiap-Com-01-2018 |
[URL] |
| Knowledge Transfer with Jacobian Matching, and , in: Proceedings of the International Conference on Machine Learning, 2018 |
[URL] |
| Efficient Training of Low-Curvature Neural Networks, , , and , in: NeurIPS 2022, 2022 |
[URL] |
| Semi-supervised Learning with Semantic Knowledge Extraction for Improved Speech Recognition in Air Traffic Control, , , , , and , in: Proceedings of Interspeech 2017, Stockholm, Sweden, pages 2406-2410, 2017 |
[DOI] |
| Semi-supervised Learning with Semantic Knowledge Extraction for Improved Speech Recognition in Air Traffic Control, , , , , and , Idiap-RR-21-2017 |
|
| Iterative Learning of Speech Recognition Models for Air Traffic Control, , , , , , and , in: Proceedings of Interspeech 2018, ISCA, Hyderabad, India, pages 3519-3523, 2018 |
[DOI] |
| The contexts of heavy drinking: A systematic review of the combinations of context-related factors associated with heavy drinking occasions, , , , and , in: PLOS ONE, 14(7):29, 2019 |
[DOI] [URL] |
| Situated Participatory Design: A Method for In Situ Design of Robotic Interaction with Older Adults, , and , in: CHI '23: Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023 |
[DOI] [URL] |
| Factors that Affect Personalization of Robots for Older Adults, , and , in: CONCATENATE Workshop at HRI 2023 in Stockholm, Sweden, 2023 |
[URL] |
| Conditional Gaussian Mixtures, , Idiap-RR-11-2003 |
|
| Speech Recognition with Auxiliary Information, , Idiap-RR-28-2003 |
|
| Speech Recognition with Auxiliary Information, , École Polytechnique Fédérale de Lausanne, Computer Science Department, 2003 |
|
| An Introduction to Bayesian Network Theory and Usage, , Idiap-RR-03-2000 |
|
| Automatic Speech Recognition using Dynamic Bayesian Networks with both Acoustic and Articulatory Variables, , , and , in: 6th International Conference on Spoken Language Processing: ICSLP~2000 (Interspeech~2000), 2000 |
|
| Automatic Speech Recognition using Dynamic Bayesian Networks with both Acoustic and Articulatory Variables, , , and , Idiap-RR-19-2000 |
|
| Dynamic Bayesian Network Based Speech Recognition with Pitch and Energy as Auxiliary Variables, , , and , in: 2002 IEEE International Workshop on Neural Networks for for Signal Processing (NNSP~2002), 2002 |
|
| Dynamic Bayesian Network Based Speech Recognition with Pitch and Energy as Auxiliary Variables, , , and , Idiap-RR-24-2002 |
|
| Speech recognition with auxiliary information, , and , in: IEEE Trans. on Speech and Audio Processing, 4, 2004 |
| Speech recognition of spontaneous, noisy speech using auxiliary information in Bayesian networks, , and , in: Proceedings of the 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP-03), 2003 |
| Auxiliary Variables in Conditional Gaussian Mixtures for Automatic Speech Recognition, , and , in: Seventh International Conference on Spoken Language Processing (ICSLP~2002), 2002 |
|
| Mixed Bayesian Networks with Auxiliary Variables for Automatic Speech Recognition, , and , in: International Conference on Pattern Recognition (ICPR~2002), 2002 |
|
| Speech recognition with auxiliary information, , and , Idiap-RR-58-2002 |
| Speech recognition of spontaneous, noisy speech using auxiliary information in Bayesian networks, , and , Idiap-RR-44-2002 |
| Auxiliary Variables in Conditional Gaussian Mixtures for Automatic Speech Recognition, , and , Idiap-RR-25-2002 |
|
| Modeling Auxiliary Information in Bayesian Network Based ASR, , and , in: 7th European Conference on Speech Communication and Technology (Eurospeech~2001), 2001 |
|
| Mixed Bayesian Networks with Auxiliary Variables for Automatic Speech Recognition, , and , Idiap-RR-45-2001 |
|
| Modeling Auxiliary Information in Bayesian Network Based ASR, , and , Idiap-RR-11-2001 |
|
| Automatic Speech Recognition using Pitch Information in Dynamic Bayesian Networks, , and , Idiap-RR-41-2000 |
|
| Leveraging speaker diarization for meeting recognition from distant microphones, , and , in: Proceedings IEEE International Conference on Acoustics, Speech and Signal Processing, pages 4390--4393, 2010 |
| Alternative search techniques for face detection using location estimation and binary features, , ECOLE POLYTECHNIQUE FEDERALE DE LAUSANNE, 2012 |
|
| An Alternative Scanning Strategy to Detect Faces, and , in: Proceedings IEEE International Conference on Acoustics, Speech and Signal Processing, Dallas, USA, 2010 |
|
| Fast Bounding Box Estimation based Face Detection, and , Idiap-RR-38-2010 |
|
| Fast Bounding Box Estimation based Face Detection, and , in: ECCV, Workshop on Face Detection: Where we are, and what next?, 2010 |
[URL] |
| Face Detection using Ferns, and , Idiap-Com-01-2011 |
|
| Adaptive relevance feedback for large-scale image retrieval, and , in: Multimedia Tools and Applications, 75(12):6777-6807, 2016 |
[DOI] |
| Iterative Relevance Feedback with Adaptive Exploration/Exploitation Trade-off, and , in: Proceedings of the 21st ACM Conference on Information and Knowledge Management, pages 1323-1331, 2012 |
|
| HEAT: Iterative Relevance Feedback with One Million Images, and , Idiap-RR-33-2011 |
|
| HEAT: Iterative Relevance Feedback with One Million Images, and , in: Proceedings of the IEEE International Conference on Computer Vision, pages 2118-2125, 2011 |
| Using Sparse Classification Outputs as Feature Observations for Noise Robust ASR, , , , , and , in: Proceedings of Interspeech, 2012 |
|
| Combination of Sparse Classification and Multilayer Perceptron for Noise Robust ASR, , , , , and , in: Proceedings of Interspeech, 2012 |
|
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | 21 | 22 | 23 | 24 | 25 | 26 | 27 | 28 | 29 | 30 | 31 | 32 | 33 | 34 | 35 | 36 | 37 | 38 | 39 | 40 | 41 | 42 | 43 | 44 | 45 | 46 | 47 | 48 | 49 | 50 | 51 | 52 | 53 | 54 | 55 | 56 | 57 | 58 | 59 | 60 | 61 | 62 | 63 | 64 | 65 | 66 | 67 | 68 | 69 | 70 | 71 | 72 | 73 | 74 | 75 | 76 | 77 | 78 | 79 | 80 |