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Deep Convolutional Neural Networks for Large-scale Speech Tasks

Neural networks, 2015-04, Vol.64, p.39-48

2015

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Analyzing convolutional neural networks for speech activity detection in mismatched acoustic conditions

2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2014, p.2519-2523

2014

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Joint training of convolutional and non-convolutional neural networks

2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2014, p.5572-5576

2014

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Speaker adaptation of neural network acoustic models using i-vectors

2013 IEEE Workshop on Automatic Speech Recognition and Understanding, 2013, p.55-59

2013

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Monotonic Recurrent Neural Network Transducer and Decoding Strategies

2019 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), 2019, p.944-948

2019

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Boosting systems for large vocabulary continuous speech recognition

Speech communication, 2012-02, Vol.54 (2), p.212-218

2012

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Optimization Techniques to Improve Training Speed of Deep Neural Networks for Large Speech Tasks

IEEE transactions on audio, speech, and language processing, 2013-11, Vol.21 (11), p.2267-2276

2013

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Retrieval Augmented End-to-End Spoken Dialog Models

ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024, p.12056-12060

2024

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A comparison of two optimization techniques for sequence discriminative training of deep neural networks

2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2014, p.5567-5571

2014

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Advances in speech transcription at IBM under the DARPA EARS program

IEEE transactions on audio, speech, and language processing, 2006-09, Vol.14 (5), p.1596-1608

2006

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Optimization Techniques to Improve Training Speed of Deep Neural Networks for Large Speech Tasks : LARGE-SCALE OPTIMIZATION FOR AUDIO, SPEECH, AND LANGUAGE PROCESSING

IEEE transactions on audio, speech, and language processing, 2013, Vol.21 (11-12), p.2267-2276

2013

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Exploiting diversity for spoken term detection

2013 IEEE International Conference on Acoustics, Speech and Signal Processing, 2013, p.8282-8286

2013

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Progress in dynamic network decoding

2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2014, p.3276-3280

2014

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fMPE: discriminatively trained features for speech recognition

Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005, 2005, Vol.1, p.I/961-I/964 Vol. 1

2005

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Advances in Arabic Speech Transcription at IBM Under the DARPA GALE Program

IEEE transactions on audio, speech, and language processing, 2009-07, Vol.17 (5), p.884-894

2009

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Morpheme-based feature-rich language models using Deep Neural Networks for LVCSR of Egyptian Arabic

2013 IEEE International Conference on Acoustics, Speech and Signal Processing, 2013, p.8435-8439

2013

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Efficient spoken term detection using confusion networks

2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2014, p.7844-7848

2014

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Improvements to Deep Convolutional Neural Networks for LVCSR

2013 IEEE Workshop on Automatic Speech Recognition and Understanding, 2013, p.315-320

2013

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Out-of-vocabulary word detection in a speech-to-speech translation system

2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2014, p.7108-7112

2014

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Advances in Arabic Speech Transcription at IBM Under the DARPA GALE Program : Processing morphologically rich languages

IEEE transactions on audio, speech, and language processing, 2009, Vol.17 (5), p.884-894

2009

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Automatische Identifizierung spontan gesprochener Sprachen mit neuronalen Netzen

Natural Language Processing and Speech Technology, 2016, p.102-110

Originally published 1996, 2016

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The IBM 2004 conversational telephony system for rich transcription

Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005, 2005, Vol.1, p.I/205-I/208 Vol. 1

2005

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Word-Level Confidence Estimation for RNN Transducers

2021 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), 2021, p.1170-1177

2021

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The IBM Attila speech recognition toolkit

2010 IEEE Spoken Language Technology Workshop, 2010, p.97-102

2010

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The IBM 2006 Gale Arabic ASR System

2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07, 2007, Vol.4, p.IV-349-IV-352

2007

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Deep Convolutional Neural Networks for Large-scale Speech Tasks

Analyzing convolutional neural networks for speech activity detection in mismatched acoustic conditions

Joint training of convolutional and non-convolutional neural networks

Speaker adaptation of neural network acoustic models using i-vectors

Monotonic Recurrent Neural Network Transducer and Decoding Strategies

Boosting systems for large vocabulary continuous speech recognition

Optimization Techniques to Improve Training Speed of Deep Neural Networks for Large Speech Tasks

Retrieval Augmented End-to-End Spoken Dialog Models

A comparison of two optimization techniques for sequence discriminative training of deep neural networks

Advances in speech transcription at IBM under the DARPA EARS program

Optimization Techniques to Improve Training Speed of Deep Neural Networks for Large Speech Tasks : LARGE-SCALE OPTIMIZATION FOR AUDIO, SPEECH, AND LANGUAGE PROCESSING

Exploiting diversity for spoken term detection

Progress in dynamic network decoding

fMPE: discriminatively trained features for speech recognition

Advances in Arabic Speech Transcription at IBM Under the DARPA GALE Program

Morpheme-based feature-rich language models using Deep Neural Networks for LVCSR of Egyptian Arabic

Efficient spoken term detection using confusion networks

Improvements to Deep Convolutional Neural Networks for LVCSR

Out-of-vocabulary word detection in a speech-to-speech translation system

Advances in Arabic Speech Transcription at IBM Under the DARPA GALE Program : Processing morphologically rich languages

Automatische Identifizierung spontan gesprochener Sprachen mit neuronalen Netzen

The IBM 2004 conversational telephony system for rich transcription

Word-Level Confidence Estimation for RNN Transducers

The IBM Attila speech recognition toolkit

The IBM 2006 Gale Arabic ASR System

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