 | 2012 |
| 30 |  | Thomas Deselaers,
Tobias Gass,
Georg Heigold,
Hermann Ney:
Latent Log-Linear Models for Handwritten Digit Classification.
IEEE Trans. Pattern Anal. Mach. Intell. 34(6): 1105-1117 (2012) |
| 29 |  | Björn Hoffmeister,
Georg Heigold,
David Rybach,
Ralf Schlüter,
Hermann Ney:
WFST Enabled Solutions to ASR Problems: Beyond HMM Decoding.
IEEE Transactions on Audio, Speech & Language Processing 20(2): 551-564 (2012) |
| 2011 |
| 28 |  | Georg Heigold,
Stefan Hahn,
Patrick Lehnen,
Hermann Ney:
EM-style optimization of hidden conditional random fields for grapheme-to-phoneme conversion.
ICASSP 2011: 4920-4923 |
| 27 |  | Georg Heigold,
Hermann Ney,
Patrick Lehnen,
Tobias Gass,
Ralf Schlüter:
Equivalence of Generative and Log-Linear Models.
IEEE Transactions on Audio, Speech & Language Processing 19(5): 1138-1148 (2011) |
| 26 |  | Philippe Dreuw,
Georg Heigold,
Hermann Ney:
Confidence- and margin-based MMI/MPE discriminative training for off-line handwriting recognition.
IJDAR 14(3): 273-288 (2011) |
| 2010 |
| 25 |  | Georg Heigold,
Simon Wiesler,
Markus Nußbaum-Thom,
Patrick Lehnen,
Ralf Schlüter,
Hermann Ney:
Discriminative HMMS, log-linear models, and CRFS: What is the difference?
ICASSP 2010: 5546-5549 |
| 24 |  | Simon Wiesler,
Georg Heigold,
Markus Nußbaum-Thom,
Ralf Schlüter,
Hermann Ney:
A discriminative splitting criterion for phonetic decision trees.
INTERSPEECH 2010: 54-57 |
| 23 |  | Georg Heigold,
Philippe Dreuw,
Stefan Hahn,
Ralf Schlüter,
Hermann Ney:
Margin-Based Discriminative Training for String Recognition.
J. Sel. Topics Signal Processing 4(6): 917-925 (2010) |
| 22 |  | Patrick Nguyen,
Georg Heigold,
Geoffrey Zweig:
Speech Recognition With Flat Direct Models.
J. Sel. Topics Signal Processing 4(6): 994-1006 (2010) |
| 21 |  | Thomas Deselaers,
Georg Heigold,
Hermann Ney:
Object classification by fusing SVMs and Gaussian mixtures.
Pattern Recognition 43(7): 2476-2484 (2010) |
| 20 |  | Georg Heigold:
A log-linear discriminative modeling framework for speech recognition.
RWTH Aachen University 2010: 1-191 |
| 2009 |
| 19 |  | Simon Wiesler,
Markus Nußbaum-Thom,
Georg Heigold,
Ralf Schlüter,
Hermann Ney:
Investigations on features for log-linear acoustic models in continuous speech recognition.
ASRU 2009: 52-57 |
| 18 |  | Muhammad Ali Tahir,
Georg Heigold,
Christian Plahl,
Ralf Schlüter,
Hermann Ney:
Generalized likelihood ratio discriminant analysis.
ASRU 2009: 76-81 |
| 17 |  | Georg Heigold,
Ralf Schlüter,
Hermann Ney:
Modified MPE/MMI in a transducer-based framework.
ICASSP 2009: 3749-3752 |
| 16 |  | Georg Heigold,
Geoffrey Zweig,
Xiao Li,
Patrick Nguyen:
A flat direct model for speech recognition.
ICASSP 2009: 3861-3864 |
| 15 |  | Philippe Dreuw,
Georg Heigold,
Hermann Ney:
Confidence-Based Discriminative Training for Model Adaptation in Offline Arabic Handwriting Recognition.
ICDAR 2009: 596-600 |
| 14 |  | Christian Plahl,
Björn Hoffmeister,
Georg Heigold,
Jonas Lööf,
Ralf Schlüter,
Hermann Ney:
Development of the GALE 2008 Mandarin LVCSR system.
INTERSPEECH 2009: 2107-2110 |
| 13 |  | David Rybach,
Christian Gollan,
Georg Heigold,
Björn Hoffmeister,
Jonas Lööf,
Ralf Schlüter,
Hermann Ney:
The RWTH aachen university open source speech recognition system.
INTERSPEECH 2009: 2111-2114 |
| 12 |  | Georg Heigold,
David Rybach,
Ralf Schlüter,
Hermann Ney:
Investigations on convex optimization using log-linear HMMs for digit string recognition.
INTERSPEECH 2009: 216-219 |
| 11 |  | Stefan Hahn,
Patrick Lehnen,
Georg Heigold,
Hermann Ney:
Optimizing CRFs for SLU tasks in various languages using modified training criteria.
INTERSPEECH 2009: 2727-2730 |
| 2008 |
| 10 |  | Georg Heigold,
Thomas Deselaers,
Ralf Schlüter,
Hermann Ney:
A GIS-like training algorithm for log-linear models with hidden variables.
ICASSP 2008: 4045-4048 |
| 9 |  | Georg Heigold,
Thomas Deselaers,
Ralf Schlüter,
Hermann Ney:
Modified MMI/MPE: a direct evaluation of the margin in speech recognition.
ICML 2008: 384-391 |
| 8 |  | Thomas Deselaers,
Georg Heigold,
Hermann Ney:
SVMs, Gaussian mixtures, and their generative/discriminative fusion.
ICPR 2008: 1-4 |
| 7 |  | Christian Plahl,
Björn Hoffmeister,
M.-Y. Hwang,
D. Lu,
Georg Heigold,
Jonas Lööf,
Ralf Schlüter,
Hermann Ney:
Recent improvements of the RWTH GALE Mandarin LVCSR system.
INTERSPEECH 2008: 2426-2429 |
| 6 |  | Georg Heigold,
Patrick Lehnen,
Ralf Schlüter,
Hermann Ney:
On the equivalence of Gaussian and log-linear HMMs.
INTERSPEECH 2008: 273-276 |
| 2007 |
| 5 |  | Björn Hoffmeister,
Christian Plahl,
Peter Fritz,
Georg Heigold,
Jonas Lööf,
Ralf Schlüter,
Hermann Ney:
Development of the 2007 RWTH Mandarin LVCSR system.
ASRU 2007: 455-460 |
| 4 |  | Georg Heigold,
Ralf Schlüter,
Hermann Ney:
On the equivalence of Gaussian HMM and Gaussian HMM-like hidden conditional random fields.
INTERSPEECH 2007: 1721-1724 |
| 3 |  | Thomas Deselaers,
Georg Heigold,
Hermann Ney:
Speech recognition with state-based nearest neighbour classifiers.
INTERSPEECH 2007: 2093-2096 |
| 2 |  | Jonas Lööf,
Christian Gollan,
Stefan Hahn,
Georg Heigold,
Björn Hoffmeister,
Christian Plahl,
David Rybach,
Ralf Schlüter,
Hermann Ney:
The RWTH 2007 TC-STAR evaluation system for european English and Spanish.
INTERSPEECH 2007: 2145-2148 |
| 2006 |
| 1 |  | Jonas Lööf,
Maximilian Bisani,
Christian Gollan,
Georg Heigold,
Björn Hoffmeister,
Christian Plahl,
Ralf Schlüter,
Hermann Ney:
The 2006 RWTH parliamentary speeches transcription system.
INTERSPEECH 2006 |