Keywords:
- ASR
- Compressive Sensing
- Deep neural network
- Deep neural network posterior features
- Deep neural network posterior probabilities
- Dictionary learning
- gaming
- Hierarchical Attention Networks
- Keyword Detection
- neural machine translation
- Phone posterior
- Phonological posterior
- Posterior hashing
- Posterior probability structures
- Pronunciation dewarping
- query by example
- Sparse modeling
- sparse representation
- Sparse word posterior probabilities
- spoken term detection
- Structural similarity measure
- Subspace detection
- TTS
Publications of Dhananjay Ram
2020
| Neural Network based End-to-End Query by Example Spoken Term Detection, , and , in: IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING, 2020 |
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2019
| Language Independent Query by Example Spoken Term Detection, , École Polytechnique Fédérale de Lausanne, 2019 |
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| Multilingual Bottleneck Features for Query by Example Spoken Term Detection, , and , in: IEEE Automatic Speech Recognition and Understanding Workshop, 2019 |
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2018
| CNN based Query by Example Spoken Term Detection, , and , in: Proceedings of Interspeech, 2018 |
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| Document-Level Neural Machine Translation with Hierarchical Attention Networks, , , and , in: Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), 2018 |
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| Phonetic Subspace Features for Improved Query by Example Spoken Term Detection, , and , in: Speech Communication, 103:27-36, 2018 |
[DOI] |
| Phonological Posterior Hashing for Query by Example Spoken Term Detection, , and , in: Proceedings of Interspeech, 2018 |
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| Self-Attentive Residual Decoder for Neural Machine Translation, , , and , in: Proceedings of the Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), 2018 |
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| Sparse Subspace Modeling for Query by Example Spoken Term Detection, , and , in: IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2018 |
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2017
| Sparse Pronunciation Codes for Perceptual Phonetic Information Assessment, , , and , in: Workshop on Signal Processing with Adaptive Sparse Structured Representations (SPARS), 2017 |
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| Subspace Regularized Dynamic Time Warping for Spoken Query Detection, , and , in: Workshop on Signal Processing with Adaptive Sparse Structured Representations (SPARS), 2017 |
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2016
| Integration of Real-Time Speech Processing Technologies for Online Gaming, , and , Idiap-Com-01-2016 |
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| Redundant Hash Addressing for Large-Scale Query by Example Spoken Query Detection, , and , Idiap-RR-31-2016 |
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| Sparse Subspace Modeling for Query by Example Spoken Term Detection, , and , Idiap-RR-01-2016 |
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| Subspace Detection of DNN Posterior Probabilities via Sparse Representation for Query by Example Spoken Term Detection, , and , Idiap-RR-06-2016 |
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| Subspace Detection of DNN Posterior Probabilities via Sparse Representation for Query by Example Spoken Term Detection, , and , in: Interspeech, 2016 |
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2015
| Sparse Modeling of Posterior Exemplars for Keyword Detection, , , and , in: Proceedings of Interspeech, pages 3690-3694, 2015 |
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