Research Explorer

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Researcher

Fabian Triefenbach

Awards & Distinctions

11 Results

2015

Robust continuous digit recognition using reservoir computing

Azarakhsh JalalvandFabian TriefenbachKris DemuynckJean-Pierre Martens

A1 Journal Article in COMPUTER SPEECH AND LANGUAGE

2014

Large vocabulary continuous speech recognition with reservoir-based acoustic models

Fabian TriefenbachKris DemuynckJean-Pierre Martens

A1 Journal Article in IEEE SIGNAL PROCESSING LETTERS

2013

Acoustic modeling with hierarchical reservoirs

Fabian TriefenbachAzarakhsh JalalvandKris DemuynckJean-Pierre Martens

A1 Journal Article in IEEE TRANSACTIONS ON AUDIO, SPEECH AND LANGUAGE PROCESSING

Context-dependent modeling and speaker normalization applied to reservoir-based phone recognition

Fabian TriefenbachAzarakhsh JalalvandKris DemuynckJean-Pierre Martens

Porting concepts from DNNs back to GMMs

Kris DemuynckFabian Triefenbach

2012

Continuous digit recognition in noise: reservoirs can do an excellent job!

Azarakhsh JalalvandFabian TriefenbachJean-Pierre Martens

Effects of architecture choices on sparse coding in speech recognition

Fionntán O'DonnellFabian TriefenbachJean-Pierre MartensBenjamin Schrauwen

Improving large vocabulary continuous speech recognition by combining GMM-based and reservoir-based acoustic modeling

Fabian TriefenbachKris DemuynckJean-Pierre Martens

2011

Can non-linear readout nodes enhance the performance of reservoir-based speech recognizers?

Fabian TriefenbachJean-Pierre Martens

Connected digit recognition by means of Reservoir Computing

Azarakhsh JalalvandFabian TriefenbachDavid VerstraetenJean-Pierre Martens

2010

Phoneme recognition with large hierarchical reservoirs

Fabian TriefenbachAzarakhsh JalalvandBenjamin SchrauwenJean-Pierre Martens