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检索条件"机构=Human Language Technology and Pattern"
386 条 记 录,以下是211-220 订阅
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A random forest approach for authorship profiling  16
A random forest approach for authorship profiling
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16th Conference and Labs of the Evaluation Forum, CLEF 2015
作者: Palomino-Garibay, Alonso Camacho-González, Adolfo T. Fierro-Villaneda, Ricardo A. Hernández-Farias, Irazú Buscaldi, Davide Meza-Ruiz, Ivan V. Ciudad de Mexico Mexico Ciudad de Mexico Mexico Pattern Recognition and Human Language Technology Universitat Politécnica de Valencia Valencia Spain Universite Paris 13 Sorbonne Paris Cité Villetaneuse France
In this paper we present our approach to extract profile information from anonymized tweets for the author profiling task at PAN 2015 [10]. Particularly we explore the versatility of random forest classifiers for the ... 详细信息
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Improvement of Context Dependent Modeling for Arabic Handwriting Recognition
Improvement of Context Dependent Modeling for Arabic Handwri...
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International Workshop on Frontiers in Handwriting Recognition
作者: Mahdi Hamdani Patrick Doetsch Hermann Ney Human Language Technology and Pattern Recognition Computer Science Department RWTH Aachen University Aachen Germany
This paper proposes the improvement of context dependent modeling for Arabic handwriting recognition. Since the number of parameters in context dependent models is huge, CART trees are used for state tying. This work ... 详细信息
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Revisiting Checkpoint Averaging for Neural Machine Translation
arXiv
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arXiv 2022年
作者: Gao, Yingbo Herold, Christian Yang, Zijian Ney, Hermann Human Language Technology and Pattern Recognition Group Computer Science Department RWTH Aachen University Germany
Checkpoint averaging is a simple and effective method to boost the performance of converged neural machine translation models. The calculation is cheap to perform and the fact that the translation improvement almost c... 详细信息
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Investigations on the use of morpheme level features in language Models for Arabic LVCSR
Investigations on the use of morpheme level features in Lang...
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International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
作者: Amr El-Desoky Mousa Ralf Schlüter Hermann Ney Human Language Technology and Pattern Recognition-Computer Science Department RWTH Aachen University Aachen Germany
A major challenge for Arabic Large Vocabulary Continuous Speech Recognition (LVCSR) is the rich morphology of Arabic, which leads to high Out-of-vocabulary (OOV) rates, and poor language Model (LM) probabilities. In s... 详细信息
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A comparative analysis of dynamic network decoding
A comparative analysis of dynamic network decoding
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International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
作者: David Rybach Ralf Schlüter Hermann Ney Human Language Technology and Pattern Recognition Computer Science Department RWTH Aachen University Aachen Germany
The use of statically compiled search networks for ASR systems using huge vocabularies and complex language models often becomes challenging in terms of memory requirements. Dynamic network decoders introduce addition... 详细信息
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Hierarchical hybrid MLP/HMM or rather MLP features for a discriminatively trained Gaussian HMM: A comparison for offline handwriting recognition
Hierarchical hybrid MLP/HMM or rather MLP features for a dis...
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IEEE International Conference on Image Processing
作者: Philippe Dreuw Patrick Doetsch Christian Plahl Hermann Ney Human Language Technology and Pattern Recognition Computer Science Department RWTH Aachen University Aachen Germany
We use neural network based features extracted by a hierarchical multilayer-perceptron (MLP) network either in a hybrid MLP/HMM approach or to discriminatively retrain a Gaussian hidden Markov model (GHMM) system in a... 详细信息
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Comparison and combination of different CRBE based MLP features for LVCSR
Comparison and combination of different CRBE based MLP featu...
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International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
作者: Zoltán Tüske Ralf Schlüter Hermann Ney Human Language Technology and Pattern Recognition Computer Science Department RWTH Aachen University Aachen Germany
Multi Layer Perceptron (MLP) features extracted from different types of critical band energies (CRBE) - derived from MFCC, GT, and PLP pipeline - are compared on French broadcast news and conversational speech recogni... 详细信息
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A CRITICAL EVALUATION OF STOCHASTIC ALGORITHMS FOR CONVEX OPTIMIZATION
A CRITICAL EVALUATION OF STOCHASTIC ALGORITHMS FOR CONVEX OP...
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IEEE International Conference on Acoustics, Speech, and Signal Processing
作者: Simon Wiesler Alexander Richard Ralf Schluter Hermann Ney Human Language Technology and Pattern Recognition Computer Science Department RWTH Aachen University Aachen Germany
Log-linear models find a wide range of applications in pattern recognition. The training of log-linear models is a convex optimization problem. In this work, we compare the performance of stochastic and batch optimiza... 详细信息
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Phase difference of filter-stable part-tones as acoustic feature
Phase difference of filter-stable part-tones as acoustic fea...
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IEEE/SP Workshop on Statistical Signal Processing (SSP)
作者: Zoltán Tüske Friedhelm R. Drepper Ralf Schlüter Human Language Technology and Pattern Recognition Computer Science Department RWTH Aachen University Aachen Germany
A part-tone decomposition of voiced sections of speech is introduced, which is adapted with high accuracy to the frequency of the glottal oscillator of the speaker. The iterative replacement of the center filter frequ... 详细信息
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Returnn: The RWTH extensible training framework for universal recurrent neural networks
Returnn: The RWTH extensible training framework for universa...
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IEEE International Conference on Acoustics, Speech and Signal Processing
作者: Patrick Doetsch Albert Zeyer Paul Voigtlaender Ilia Kulikov Ralf Schluter Hermann Ney Human Language Technology and Pattern Recognition Computer Science Department RWTH Aachen University 52062 Germany
In this work we release our extensible and easily configurable neural network training software. It provides a rich set of functional layers with a particular focus on efficient training of recurrent neural network to... 详细信息
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