Phonetic Search Methods for Large Speech Databases /

Detalles Bibliográficos
Autores principales: Moyal, Ami. (Autor), Aharonson, Vered. (Autor), Tetariy, Ella. (Autor), Gishri, Michal. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: eBook
Lenguaje:English
Publicado: New York, NY : Springer New York : Imprint: Springer, 2013.
Edición:1st ed. 2013.
Colección:SpringerBriefs in Speech Technology, Studies in Speech Signal Processing, Natural Language Understanding, and Machine Learning,
Materias:
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024 7 |a 10.1007/978-1-4614-6489-1  |2 doi 
040 |a Sistema de Bibliotecas del Tecnológico de Costa Rica 
100 1 |a Moyal, Ami.  |e author. 
245 1 0 |a Phonetic Search Methods for Large Speech Databases /  |c by Ami Moyal, Vered Aharonson, Ella Tetariy, Michal Gishri. 
250 |a 1st ed. 2013. 
260 # # |a New York, NY :  |b Springer New York :  |b Imprint: Springer,  |c 2013. 
300 |a X, 53 p. 21 illus., 6 illus. in color. :  |b online resource. 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
490 1 |a SpringerBriefs in Speech Technology, Studies in Speech Signal Processing, Natural Language Understanding, and Machine Learning, 
505 0 |a Keyword Spotting out of Continuous Speech -- Introduction -- Problem Formulation: KWS in Large Speech Databases -- Target Applications of Keyword Spotting -- Keyword Spotting Methods -- LVCSR-Based KWS -- Acoustic KWS -- Phonetic Search KWS -- Discussion: Why Phonetic Search? -- Response Time -- KWS Performance -- Keyword Flexibility -- Phonetic Search -- The Search Mechanism -- Using Phonetic Search for KWS -- Computational Complexity Analysis -- Search Space Complexity Reduction -- Overview -- Complexity Reduction in Phonetic Search -- Anchor-based Phonetic Search -- Evaluating Phonetic Search KWS -- Performance Metrics -- Evaluation Process -- Evaluation Databases -- Evaluation Results -- Exhaustive Search. - Textual Benchmark -- KWS on Speech -- Anchor-based Search -- Textual Benchmark -- Reduced Complexity KWS on Speech -- Multiple Thresholds -- Lessons Learned from the Evaluation -- Summary -- Glossary of Acronyms -- References. 
650 0 |a Signal processing. 
650 0 |a Image processing. 
650 0 |a Speech processing systems. 
650 0 |a Natural language processing (Computer science). 
650 0 |a Computational linguistics. 
650 1 4 |a Signal, Image and Speech Processing. 
650 2 4 |a Natural Language Processing (NLP). 
650 2 4 |a Computational Linguistics. 
700 1 |a Aharonson, Vered.  |e author. 
700 1 |a Tetariy, Ella.  |e author. 
700 1 |a Gishri, Michal.  |e author. 
710 2 |a SpringerLink (Online service) 
773 0 |t Springer eBooks