Keywords:
- Acoustic model adaptation
- acoustic modeling
- Afrikaans
- audiobook
- Automatic Speech Recognition
- Deep learning for speech
- deep MLPs
- deep neural networks
- dnn
- exemplar-based modeling
- fast adaptation
- fast training
- fmllr
- Gaussian Mixture Models
- Hidden Markov Model
- hidden variable
- hybrid system
- KL-HMM
- Kullback-Leibler divergence
- lan- guage identification
- multilayer perceptron
- multilingual acoustic modeling
- Multilingual automatic speech recognition
- multilingual speech recognition
- neural network
- neural network features
- non-native speech
- parametric synthesis
- posterior feature
- Posterior features
- Prosodic features
- Semi-supervised training
- sparse representation
- speaker adaptation
- Speaker Diarization
- speech recognition
- speech synthesis
- Subs-ace Gaussian Mixture Models
- Tandem
- text to speech
- text-to-speech
- text-to-speech synthesis
- triphone mapping
- under-resourced languages
- under-resourced speech recognition
- universal phoneme set
Publications of David Imseng sorted by first author
| 1 | 2 |
B
| Posterior-based Sparse Representation for Automatic Speech Recognition, , , and , in: Proceeding of Interspeech, 2014 |
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| Current trends in multilingual speech processing, , , , , , , , and , in: Sadhana, 36(5):885–915, 2011 |
[DOI] [URL] |
C
| Robust triphone mapping for acoustic modeling, , and , Idiap-RR-02-2013 |
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| Robust triphone mapping for acoustic modeling, , and , in: Proceedings of Interspeech, Portland, Oregon, 2012 |
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F
| The ICSI RT-09 Speaker Diarization System, , , , , , , and , in: IEEE Transactions on Audio, Speech, and Language Processing, 20(2):371--381, 2012 |
[DOI] |
G
| Statistical models for HMM/ANN hybrids, and , Idiap-RR-11-2013 |
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| Automatic Speech Recognition and Translation of a Swiss German Dialect: Walliserdeutsch, , and , in: Proceedings of Interspeech, 2014 |
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| Building context-dependent DNN acoustic models using Kullback-Leibler divergence-based state tying, , , and , in: Proceedings IEEE International Conference on Acoustics, Speech and Signal Processing, 2015 |
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H
| Learning Feature Mapping using Deep Neural Network Bottleneck Features for Distant Large Vocabulary Speech Recognition, , , , , and , in: IEEE International Conference on Acoustics, Speech, and Signal Processing, pages 4540-4544, 2015 |
[DOI] |
| Feature mapping using far-field microphones for distant speech recognition, , , and , in: Speech Communication, 83:1-9, 2016 |
[DOI] [URL] |
| Feature mapping using far-field microphones for distant speech recognition, , , and , Idiap-RR-20-2016 |
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I
| Multilingual speech recognition A posterior based approach, , École Polytechnique Fédérale de Lausanne (EPFL), 2013 |
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| Novel initialization methods for Speaker Diarization, , Idiap-RR-07-2009 |
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| Speaker adaptive Kullback-Leibler divergence based hidden Markov models, and , in: Proceedings IEEE International Conference on Acoustics, Speech and Signal Processing, 2013 |
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| MediaParl: Bilingual mixed language accented speech database, , , , , and , Idiap-RR-03-2013 |
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| MediaParl: Bilingual mixed language accented speech database, , , , , and , in: Proceedings of the 2012 IEEE Workshop on Spoken Language Technology, pages 263--268, 2012 |
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| Applying multi- and cross-lingual stochastic phone space transformations to non-native speech recognition, , , , and , in: IEEE Transactions on Audio, Speech, and Language Processing, 2013 |
[DOI] |
| Improving non-native ASR through stochastic multilingual phoneme space transformations, , , , and , Idiap-RR-19-2011 |
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| Improving non-native ASR through stochastic multilingual phoneme space transformations, , , , and , in: Proceedings of Interspeech, Florence, Italy, pages 537-540, 2011 |
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| Using KL-divergence and multilingual information to improve ASR for under-resourced languages, , and , in: Proceedings IEEE International Conference on Acoustics, Speech and Signal Processing, Kyoto, pages 4869--4872, 2012 |
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| Boosting under-resourced speech recognizers by exploiting out of language data - Case study on Afrikaans, , and , in: Proceedings of the 3rd International Workshop on Spoken Languages Technologies for Under-resourced Languages, Cape Town, pages 60--67, 2012 |
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| Boosting under-resourced speech recognizers by exploiting out of language data - Case study on Afrikaans, , and , Idiap-RR-15-2012 |
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| Towards mixed language speech recognition systems, , and , Idiap-RR-15-2010 |
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| Towards mixed language speech recognition systems, , and , in: Proceedings of Interspeech, Makuhari, Japan, pages 278-281, 2010 |
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| Language dependent universal phoneme posterior estimation for mixed language speech recognition, , , and , Idiap-RR-13-2011 |
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| Language dependent universal phoneme posterior estimation for mixed language speech recognition, , , and , in: Proceedings IEEE International Conference on Acoustics, Speech and Signal Processing, Prag, CZ, pages 5012-5015, 2011 |
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| Decision tree clustering for KL-HMM, and , Idiap-Com-01-2012 |
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| Comparing different acoustic modeling techniques for multilingual boosting, , , , and , Idiap-RR-01-2013 |
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| Comparing different acoustic modeling techniques for multilingual boosting, , , , and , in: Proceedings of Interspeech, Portland, Oregon, 2012 |
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| Tuning-Robust Initialization Methods for Speaker Diarization, and , Idiap-RR-35-2010 |
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| An Adaptive Initialization Method for Speaker Diarization based on Prosodic Features, and , Idiap-RR-02-2010 |
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| An Adaptive Initialization Method for Speaker Diarization based on Prosodic Features, and , in: Proceedings IEEE International Conference on Acoustics, Speech and Signal Processing, Dallas, USA, pages 4946-4949, 2010 |
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| Tuning-Robust Initialization Methods for Speaker Diarization, and , in: IEEE Transactions on Audio, Speech, and Language Processing, 18(8):2028-2037, 2010 |
[DOI] |
| Robust Speaker Diarization for Short Speech Recordings, and , Idiap-RR-26-2009 |
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| Robust Speaker Diarization for Short Speech Recordings, and , in: Proceedings of the IEEE workshop on Automatic Speech Recognition and Understanding, Merano, Italy, pages 432-437, 2009 |
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| Hierarchical Multilayer Perceptron based Language Identification, , and , Idiap-RR-14-2010 |
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| Hierarchical Multilayer Perceptron based Language Identification, , and , in: Proceedings of Interspeech, Makuhari, Japan, pages 2722-2725, 2010 |
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| Using out-of-language data to improve an under-resourced speech recognizer, , , and , in: Speech Communication, 2013 |
[DOI] [URL] |
| Using out-of-language data to improve an under-resourced speech recognizer, , , and , Idiap-RR-09-2013 |
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| Impact of deep MLP architecture on different acoustic modeling techniques for under-resourced speech recognition, , , and , in: Proceedings of the IEEE workshop on Automatic Speech Recognition and Understanding, 2013 |
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| Exploiting un-transcribed foreign data for speech recognition in well-resourced languages, , , , and , in: Proceedings IEEE International Conference on Acoustics, Speech and Signal Processing, Florence, IT, pages 2322 - 2326, IEEE, 2014 |
[DOI] |
| 1 | 2 |