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CRFs for ASR: Extending to Word Recognition

CRFs for ASR: Extending to Word Recognition

CRFs for ASR: Extending to Word Recognition. Jeremy Morris 05/16/2008. Outline. Review of Background and Previous Work Word Recognition Pilot experiments. Background. Conditional Random Fields (CRFs) Discriminative probabilistic sequence model

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850 views • 70 slides
CRFs for ASR: Extending to Word Recognition

CRFs for ASR: Extending to Word Recognition

CRFs for ASR: Extending to Word Recognition. Jeremy Morris 05/16/2008. Outline. Review of Background and Previous Work Word Recognition Pilot experiments. Background. Conditional Random Fields (CRFs) Discriminative probabilistic sequence model

★ ★ ★ ★ ★

829 views • 70 slides
CRFs for ASR: Extending to Word Recognition

CRFs for ASR: Extending to Word Recognition

CRFs for ASR: Extending to Word Recognition. Jeremy Morris 05/16/2008. Outline. Review of Background and Previous Work Word Recognition Pilot experiments. Background. Conditional Random Fields (CRFs) Discriminative probabilistic sequence model

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702 views • 70 slides
Learning Structured Models for Phone Recognition

Learning Structured Models for Phone Recognition

Learning Structured Models for Phone Recognition. Slav Petrov, Adam Pauls, Dan Klein. Acoustic Modeling. Motivation. Standard acoustic models impose many structural constraints We propose an automatic approach Use TIMIT Dataset MFCC features Full covariance Gaussians.

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499 views • 36 slides
Slides modified and presented by Brandon Wilson

Slides modified and presented by Brandon Wilson

Slides modified and presented by Brandon Wilson. contributions. d esign, implementation and evaluation of a fully functional personal mobile sensor system using off-the-shelf sensor- enabled mobile devices lightweight, split-level classification paradigm for mobile devices

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353 views • 27 slides
Speech rate affects the word error rate of automatic speech recognition systems.

Speech rate affects the word error rate of automatic speech recognition systems.

Articulation Rate: Measures, Realised Lexical Form and Phone Classification in Spontaneous and Read German Speech. word error rate. # utterances. slow. fast. -3. -2. -1. 0. 1. 2. 3. articulation rate (sd).

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143 views • 1 slides

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