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11/28/2017
Unsupervised Discovery of Structured Acoustic Tokens with Applications to Spoken Term Detection
In this paper, we compare two paradigms for unsupervised discovery of st...
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07/17/2017
Unsupervised Iterative Deep Learning of Speech Features and Acoustic Tokens with Applications to Spoken Term Detection
In this paper we aim to automatically discover high quality frame-level ...
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03/22/2017
Gate Activation Signal Analysis for Gated Recurrent Neural Networks and Its Correlation with Phoneme Boundaries
In this paper we analyze the gate activation signals inside the gated re...
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02/01/2016
An Iterative Deep Learning Framework for Unsupervised Discovery of Speech Features and Linguistic Units with Applications on Spoken Term Detection
In this work we aim to discover high quality speech features and linguis...
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09/07/2015
Enhancing Automatically Discovered Multi-level Acoustic Patterns Considering Context Consistency With Applications in Spoken Term Detection
This paper presents a novel approach for enhancing the multiple sets of ...
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09/07/2015
Unsupervised Spoken Term Detection with Spoken Queries by Multi-level Acoustic Patterns with Varying Model Granularity
This paper presents a new approach for unsupervised Spoken Term Detectio...
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09/07/2015
Unsupervised Discovery of Linguistic Structure Including Two-level Acoustic Patterns Using Three Cascaded Stages of Iterative Optimization
Techniques for unsupervised discovery of acoustic patterns are getting i...
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06/07/2015