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Researcher
Dirk Van Compernolle
- Disciplines:Audio and speech processing, Pattern recognition and neural networks, Audio and speech computing
Affiliations
- Processing Speech and Images (PSI) (Division)
Member
From1 Aug 2020 → 30 Sep 2022 - ESAT - PSI, Processing Speech and Images (Division)
Member
From1 Jan 2008 → 31 Jul 2020 - Department of Electrical Engineering (ESAT) (Department)
Member
From1 Oct 2001 → 30 Sep 2002
Projects
1 - 3 of 3
- Acoustic Modeling of Under-resourced LanguagesFrom4 Sep 2012 → 21 Nov 2017Funding: Own budget, for example: patrimony, inscription fees, gifts
- Noise Robust Automatic Speech Recognition Based on Spectro-Temporal TechniquesFrom16 Apr 2012 → 29 Mar 2018Funding: Own budget, for example: patrimony, inscription fees, gifts
- DiaDemo.From1 Oct 2008 → 31 Mar 2009Funding: Foreign public sponsor
Publications
1 - 10 of 40
- A hybrid ASR system for southern Dutch(2022)
Authors: Bob Van Dyck, Dirk Van Compernolle
Pages: 27 - 34 - Cross-Entropy Training of DNN Ensemble Acoustic Models for Low-Resource ASR(2018)
Authors: Reza Sahraeian, Dirk Van Compernolle
Pages: 1991 - 2001 - A Perceptually Inspired Data Augmentation Method for Noise Robust CNN Acoustic Models(2018)
Authors: Dirk Van Compernolle
Pages: 697 - 706Number of pages: 10 - Increasing the robustness of CNN acoustic models using autoregressive moving average spectrogram features and channel dropout(2017)
Authors: Dirk Van Compernolle
Pages: 44 - 50 - Crosslingual and Multilingual Speech Recognition Based on the Speech Manifold(2017)
Authors: Reza Sahraeian, Dirk Van Compernolle
Pages: 2301 - 2312 - Erratum: ‘Indonesian syllabification using a pseudo nearest neighbour rule and phonotactic knowledge’ [Speech Communication 85 (2016) 109–118](S016763931630005X)(10.1016/j.specom.2016.10.009)(2017)
Authors: S Suyanto, S Hartati, A Harjoko, Dirk Van Compernolle
Pages: 47 - Exploiting sequential low-rank factorization for multilingual DNNS(2017)
Authors: Reza Sahraeian, Dirk Van Compernolle
Pages: 5025 - 5029 - Speech recognition for under-resourced languages: Data sharing in hidden Markov model systems(2017)
Authors: Dirk Van Compernolle, Reza Sahraeian
Pages: 25 - 33 - Indonesian syllabification using a pseudo nearest neighbour rule and phonotactic knowledge(2016)
Authors: Dirk Van Compernolle
Pages: 109 - 118 - Using weighted model averaging in distributed multilingual DNNs to improve low resource ASR(2016)
Authors: Reza Sahraeian, Dirk Van Compernolle
Pages: 152 - 158