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MX2017009711A - Actualizacion de modelos de clasificador de entendimiento de lenguaje para un asistente digital personal basandose en externalizacion masiva. - Google Patents

Actualizacion de modelos de clasificador de entendimiento de lenguaje para un asistente digital personal basandose en externalizacion masiva.

Info

Publication number
MX2017009711A
MX2017009711A MX2017009711A MX2017009711A MX2017009711A MX 2017009711 A MX2017009711 A MX 2017009711A MX 2017009711 A MX2017009711 A MX 2017009711A MX 2017009711 A MX2017009711 A MX 2017009711A MX 2017009711 A MX2017009711 A MX 2017009711A
Authority
MX
Mexico
Prior art keywords
user
language understanding
update
personal digital
digital assistant
Prior art date
Application number
MX2017009711A
Other languages
English (en)
Other versions
MX385490B (es
Inventor
J Hwang Daniel
Sena Kannan Vishwac
Uzelac Aleksandar
Original Assignee
Microsoft Technology Licensing Llc
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Microsoft Technology Licensing Llc filed Critical Microsoft Technology Licensing Llc
Publication of MX2017009711A publication Critical patent/MX2017009711A/es
Publication of MX385490B publication Critical patent/MX385490B/es

Links

Classifications

    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L15/00—Speech recognition
    • G10L15/06—Creation of reference templates; Training of speech recognition systems, e.g. adaptation to the characteristics of the speaker's voice
    • G10L15/063—Training
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
    • G06F3/16—Sound input; Sound output
    • G06F3/167—Audio in a user interface, e.g. using voice commands for navigating, audio feedback
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L15/00—Speech recognition
    • G10L15/005—Language recognition
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L15/00—Speech recognition
    • G10L15/08—Speech classification or search
    • G10L15/18—Speech classification or search using natural language modelling
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L15/00—Speech recognition
    • G10L15/08—Speech classification or search
    • G10L15/18—Speech classification or search using natural language modelling
    • G10L15/1822—Parsing for meaning understanding
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L15/00—Speech recognition
    • G10L15/22—Procedures used during a speech recognition process, e.g. man-machine dialogue
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L15/00—Speech recognition
    • G10L15/06—Creation of reference templates; Training of speech recognition systems, e.g. adaptation to the characteristics of the speaker's voice
    • G10L15/063—Training
    • G10L2015/0635—Training updating or merging of old and new templates; Mean values; Weighting
    • G10L2015/0636—Threshold criteria for the updating
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L15/00—Speech recognition
    • G10L15/22—Procedures used during a speech recognition process, e.g. man-machine dialogue
    • G10L2015/223—Execution procedure of a spoken command

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Audiology, Speech & Language Pathology (AREA)
  • Health & Medical Sciences (AREA)
  • Human Computer Interaction (AREA)
  • Computational Linguistics (AREA)
  • Acoustics & Sound (AREA)
  • Artificial Intelligence (AREA)
  • Theoretical Computer Science (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • General Health & Medical Sciences (AREA)
  • Machine Translation (AREA)
  • User Interface Of Digital Computer (AREA)

Abstract

Un método para actualizar modelos de clasificador de entendimiento de lenguaje incluye recibir a través de uno o más micrófonos de un dispositivo de cómputo, una entrada de voz digital de un usuario del dispositivo de cómputo. Se utiliza procesamiento de lenguaje natural utilizando la entrada de voz digital para determinar una solicitud de voz de usuario. Después de determinar que la solicitud de voz de usuario no coincide con al menos uno de una pluralidad de comandos de voz predefinidos en una definición de esquema de un asistente digital personal, se utiliza una GUI de una herramienta de etiquetado de usuario final para recibir una selección de usuario de al menos uno de los siguientes: al menos un intento de una pluralidad de intentos disponibles y/o al menos una ranura para el al menos un intento. Se genera un conjunto de datos etiquetados al emparejar la solicitud de voz de usuario y la selección de usuario y se utiliza para actualizar un clasificador de entendimiento de lenguaje.
MX2017009711A 2015-01-30 2016-01-15 Actualizacion de modelos de clasificador de entendimiento de lenguaje para un asistente digital personal basandose en externalizacion masiva. MX385490B (es)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US14/611,042 US9508339B2 (en) 2015-01-30 2015-01-30 Updating language understanding classifier models for a digital personal assistant based on crowd-sourcing
PCT/US2016/013502 WO2016122902A2 (en) 2015-01-30 2016-01-15 Updating language understanding classifier models for a digital personal assistant based on crowd-sourcing

Publications (2)

Publication Number Publication Date
MX2017009711A true MX2017009711A (es) 2017-11-17
MX385490B MX385490B (es) 2025-03-18

Family

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Family Applications (1)

Application Number Title Priority Date Filing Date
MX2017009711A MX385490B (es) 2015-01-30 2016-01-15 Actualizacion de modelos de clasificador de entendimiento de lenguaje para un asistente digital personal basandose en externalizacion masiva.

Country Status (18)

Country Link
US (1) US9508339B2 (es)
EP (1) EP3251115B1 (es)
JP (1) JP6744314B2 (es)
KR (1) KR102451437B1 (es)
CN (1) CN107210033B (es)
AU (1) AU2016211903B2 (es)
BR (1) BR112017011564B1 (es)
CA (1) CA2970728C (es)
CL (1) CL2017001872A1 (es)
CO (1) CO2017007032A2 (es)
IL (1) IL252454B (es)
MX (1) MX385490B (es)
MY (1) MY188645A (es)
NZ (1) NZ732352A (es)
PH (1) PH12017550013A1 (es)
RU (1) RU2699587C2 (es)
SG (1) SG11201705873RA (es)
WO (1) WO2016122902A2 (es)

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