Keywords:
- acoustic modeling
- Auto-associative multilayer perceptrons
- autoencoders
- automatic gender recognition
- Automatic Speech Recognition
- bottleneck
- chain models
- Children speech recognition
- Convolutional Neural Networks
- Deep neural network
- deep neural networks
- Dictionary learning
- end-to-end training
- high-dimensional sparse representations
- multilayer perceptron
- PCA
- Principle component analysis
- representation learning
- Singular value decomposition
- sparse autoencoder
- sparse overcomplete autoencoder
- sparsity
- speech modeling
- speech recognition
Publications of Selen Hande Kabil sorted by journal and type
Publications of type Idiap-RR
2022
| SPARSE AUTOENCODERS TO ENHANCE SPEECH RECOGNITION, and , Idiap-RR-10-2022 |
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| SPEECH MODELING USING SPARSE AUTOENCODERS, and , Idiap-RR-11-2022 |
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Springer Biological Cybernetics
| Autoencoders Reloaded, and , in: Springer Biological Cybernetics, 2022 |
[DOI] [URL] |
Proceedings of Interspeech Conference (2022)
| From Undercomplete to Sparse Overcomplete Autoencoders to Improve LF-MMI Speech Recognition, and , in: Proceedings of Interspeech Conference, 2022 |
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Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (2019)
| Improving Children Speech Recognition through Feature Learning from Raw Speech Signal, , and , in: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019 |
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Proceedings of Interspeech (2018)
| On Learning to Identify Genders from Raw Speech Signal Using CNNs, , and , in: Proceedings of Interspeech, Hyderabad, INDIA, pages 287-291, 2018 |
[DOI] |
Publications of type Phdthesis
2023
| Sparse Autoencoders for Speech Modeling and Recognition, , École polytechnique fédérale de Lausanne, 2023 |
[DOI] |