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Robust ASR using Support Vector Machines

Speech communication, 2007-04, Vol.49 (4), p.253-267

2007

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Band-pass filtering of the time sequences of spectral parameters for robust wireless speech recognition

Speech communication, 2006-10, Vol.48 (10), p.1379-1398

2006

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An Analysis of Deep Neural Networks in Broad Phonetic Classes for Noisy Speech Recognition

Advances in Speech and Language Technologies for Iberian Languages, p.87-96

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Offline speaker segmentation using genetic algorithms and mutual information

IEEE transactions on evolutionary computation, 2006-04, Vol.10 (2), p.175-186

2006

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Recognizing voice over IP: a robust front-end for speech recognition on the world wide web

IEEE transactions on multimedia, 2001-06, Vol.3 (2), p.209-218

2001

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Deep Maxout Networks Applied to Noise-Robust Speech Recognition

Advances in Speech and Language Technologies for Iberian Languages, p.109-118

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A Speech Recognizer Based on Multiclass SVMs with HMM-Guided Segmentation

Lecture notes in computer science, 2005, p.257-266

2005

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SVMs for Automatic Speech Recognition: A Survey

Progress in Nonlinear Speech Processing, p.190-216

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Recognizing GSM digital speech

IEEE transactions on speech and audio processing, 2005-11, Vol.13 (6), p.1186-1205

2005

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Avoiding distortions due to speech coding and transmission errors in GSM ASR tasks

1999 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings. ICASSP99 (Cat. No.99CH36258), 1999, Vol.1, p.277-280 vol.1

1999

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An Application of SVM to Lost Packets Reconstruction in Voice-Enabled Services

Artificial Neural Networks — ICANN 2002, 2002, p.1174-1179

2002

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I-Gaia: an information processing layer for the DIET platform

International Conference on Autonomous Agents: Proceedings of the first international joint conference on Autonomous agents and multiagent systems: part 3; 15-19 July 2002, 2002, p.1272-1279

2002

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Preliminary experiments on the robustness of biologically motivated features for DNN-based ASR

2015 4th International Work Conference on Bioinspired Intelligence (IWOBI), 2015, p.169-176

2015

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Linear equalization of the modulation spectra: a novel approach for noisy speech recognition

2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03), 2003, Vol.2, p.II-141

2003

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SVM-based lost packets concealment for ASR applications over IP

2002 11th European Signal Processing Conference, 2002, p.1-4

2002

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Design of an embedded speech-centric interface for applications in handheld terminals

IEEE aerospace and electronic systems magazine, 2013-02, Vol.28 (2), p.24-33

2013

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Histogram Equalization-Based Features for Speech, Music, and Song Discrimination

IEEE signal processing letters, 2010-07, Vol.17 (7), p.659-662

2010

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The Robustness of Echoic Log-Surprise Auditory Saliency Detection

IEEE access, 2018, Vol.6, p.72083-72093

2018

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Automatic Detection of Depression in Speech Using Ensemble Convolutional Neural Networks

Entropy (Basel, Switzerland), 2020-06, Vol.22 (6), p.688

2020

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On combining acoustic and modulation spectrograms in an attention LSTM-based system for speech intelligibility level classification

Neurocomputing (Amsterdam), 2021-10, Vol.456, p.49-60

2021

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Elastic net regularization and gabor dictionary for classification of heart sound signals using deep learning

Engineering applications of artificial intelligence, 2024-01, Vol.127, p.107406, Article 107406

2024

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An attention Long Short-Term Memory based system for automatic classification of speech intelligibility

Engineering applications of artificial intelligence, 2020-11, Vol.96, p.103976, Article 103976

2020

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Morphologically Filtered Power-Normalized Cochleograms as Robust, Biologically Inspired Features for ASR

IEEE/ACM transactions on audio, speech, and language processing, 2015-11, Vol.23 (11), p.2070-2080

2015

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Bird sound spectrogram decomposition through Non-Negative Matrix Factorization for the acoustic classification of bird species

PloS one, 2017-06, Vol.12 (6), p.e0179403-e0179403

2017

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Bayesian learning of feature spaces for multitask regression

Neural networks, 2024-11, Vol.179, p.106619, Article 106619

2024

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Robust ASR using Support Vector Machines

Band-pass filtering of the time sequences of spectral parameters for robust wireless speech recognition

An Analysis of Deep Neural Networks in Broad Phonetic Classes for Noisy Speech Recognition

Offline speaker segmentation using genetic algorithms and mutual information

Recognizing voice over IP: a robust front-end for speech recognition on the world wide web

Deep Maxout Networks Applied to Noise-Robust Speech Recognition

A Speech Recognizer Based on Multiclass SVMs with HMM-Guided Segmentation

SVMs for Automatic Speech Recognition: A Survey

Recognizing GSM digital speech

Avoiding distortions due to speech coding and transmission errors in GSM ASR tasks

An Application of SVM to Lost Packets Reconstruction in Voice-Enabled Services

I-Gaia: an information processing layer for the DIET platform

Preliminary experiments on the robustness of biologically motivated features for DNN-based ASR

Linear equalization of the modulation spectra: a novel approach for noisy speech recognition

SVM-based lost packets concealment for ASR applications over IP

Design of an embedded speech-centric interface for applications in handheld terminals

Histogram Equalization-Based Features for Speech, Music, and Song Discrimination

The Robustness of Echoic Log-Surprise Auditory Saliency Detection

Automatic Detection of Depression in Speech Using Ensemble Convolutional Neural Networks

On combining acoustic and modulation spectrograms in an attention LSTM-based system for speech intelligibility level classification

Elastic net regularization and gabor dictionary for classification of heart sound signals using deep learning

An attention Long Short-Term Memory based system for automatic classification of speech intelligibility

Morphologically Filtered Power-Normalized Cochleograms as Robust, Biologically Inspired Features for ASR

Bird sound spectrogram decomposition through Non-Negative Matrix Factorization for the acoustic classification of bird species

Bayesian learning of feature spaces for multitask regression

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