SlideShare uma empresa Scribd logo
VOICE RECOGNITION AMRITA MORE – 416 AASHNA PARIKH - 417
INTRODUCTION ,[object Object],[object Object]
KEY TERMS ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
REALIZATION OF MANDARIN SPEECH RECOGNITION SYSTEM USING SPHINX ,[object Object],[object Object],[object Object],[object Object],[object Object]
SPHINX ,[object Object],[object Object],[object Object],[object Object]
OVERALL PROCESSING
FEATURE EXTRACTION ,[object Object],[object Object],[object Object],[object Object],[object Object],Speech Data Feature Extraction Text Data Acoustic Model Recognition Engine Training Language Model output
Improved Acoustic Model Training ,[object Object],Speech Data Feature Extraction Text Data Acoustic Model Recognition Engine Training Language Model output
Language Model Training Text text2wfreq text2idngram Id-N-gram Wfreq2vocab idngram2lm lm3g2dmp vocab arpa.dmp arpa binlm2arpa
POCKET SPHINX ,[object Object],[object Object],[object Object],Language Model Text Data Speech Data Feature Extraction Acoustic Model Recognition Engine Training output
HIDDEN MARKOV MODEL (HMM) ,[object Object],[object Object],[object Object],[object Object]
HMM Background ,[object Object],[object Object],[object Object],[object Object],[object Object]
HMM Overview ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
HMM Components ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Observable Markov Model Example ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Rainy Cloudy Sunny Rainy 0.4 0.3 0.3 Cloudy 0.2 0.6 0.2 Sunny 0.1 0.1 0.8
Common  HMM Types ,[object Object],[object Object],[object Object],[object Object]
HMM Advantages ,[object Object],[object Object],[object Object],[object Object],[object Object]
HMM Uses ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
THE LEXICAL ACCESS COMPONENT OF THE CMU CONTINUOUS SPEECH RECOGNITION SYSTEM ,[object Object],[object Object],EXAMPLES WORD SYLLABIC NUCLEI Cat [kæt] [æ]
Word Hypothesizer System Diagram Parser Verifier Coarse labeler Anchor Generator Lexicon Matcher Front  End Lattice   Integrator
MATCHING ENGINE ,[object Object],[object Object],[object Object],Parser Verifier Coarse labeler Anchor Generator Lexicon Matcher Front End Lattice Integrator
THE LEXICON ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Parser Verifier Coarse labeler Anchor Generator Lexicon Matcher Front End Lattice Integrator
ANCHOR GENERATION ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Parser Verifier Coarse labeler Anchor Generator Lexicon Matcher Front End Lattice Integrator
ANCHORS HAVE BEEN USED IN THE SYSTEM IN 2 MODES: ,[object Object],[object Object],[object Object],[object Object]
COARSE LABELER ,[object Object],[object Object],Parser Verifier Coarse labeler Anchor Generator Lexicon Matcher Front End Lattice Integrator
PHONETIC LATTICE INTEGRATOR ,[object Object],[object Object],[object Object],Parser Verifier Coarse labeler Anchor Generator Lexicon Matcher Front End Lattice Integrator
JUNCTION VERIFIER ,[object Object],[object Object],[object Object],[object Object],[object Object],Parser Verifier Coarse labeler Anchor Generator Lexicon Matcher Front End Lattice Integrator
CONCLUSION ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
REFERENCES ,[object Object],[object Object],[object Object]
ANY QUESTIONS....?
THANK YOU....!!

Mais conteúdo relacionado

Mais procurados

Speech recognition system seminar
Speech recognition system seminarSpeech recognition system seminar
Speech recognition system seminar
Diptimaya Sarangi
 
Speech to text conversion
Speech to text conversionSpeech to text conversion
Speech to text conversion
ankit_saluja
 
Voice To Text Presentation
Voice To Text PresentationVoice To Text Presentation
Voice To Text Presentation
shahinmehr
 
Digital speech processing lecture1
Digital speech processing lecture1Digital speech processing lecture1
Digital speech processing lecture1
Samiul Parag
 
Automatic speech recognition system
Automatic speech recognition systemAutomatic speech recognition system
Automatic speech recognition system
Alok Tiwari
 

Mais procurados (20)

Speech Recognition System
Speech Recognition SystemSpeech Recognition System
Speech Recognition System
 
Speech recognition
Speech recognitionSpeech recognition
Speech recognition
 
Speech recognition final presentation
Speech recognition final presentationSpeech recognition final presentation
Speech recognition final presentation
 
Automatic Speech Recognition
Automatic Speech RecognitionAutomatic Speech Recognition
Automatic Speech Recognition
 
Automatic speech recognition system
Automatic speech recognition systemAutomatic speech recognition system
Automatic speech recognition system
 
A seminar report on speech recognition technology
A seminar report on speech recognition technologyA seminar report on speech recognition technology
A seminar report on speech recognition technology
 
Speech recognition system seminar
Speech recognition system seminarSpeech recognition system seminar
Speech recognition system seminar
 
Speech to text conversion
Speech to text conversionSpeech to text conversion
Speech to text conversion
 
Voice recognition system
Voice recognition systemVoice recognition system
Voice recognition system
 
Speech Signal Processing
Speech Signal ProcessingSpeech Signal Processing
Speech Signal Processing
 
Speech Recognition Technology
Speech Recognition TechnologySpeech Recognition Technology
Speech Recognition Technology
 
Automatic speech recognition
Automatic speech recognitionAutomatic speech recognition
Automatic speech recognition
 
Speech recognition An overview
Speech recognition An overviewSpeech recognition An overview
Speech recognition An overview
 
Voice recognition
Voice recognitionVoice recognition
Voice recognition
 
Speech Recognition by Iqbal
Speech Recognition by IqbalSpeech Recognition by Iqbal
Speech Recognition by Iqbal
 
Voice To Text Presentation
Voice To Text PresentationVoice To Text Presentation
Voice To Text Presentation
 
Digital speech processing lecture1
Digital speech processing lecture1Digital speech processing lecture1
Digital speech processing lecture1
 
Automatic speech recognition system
Automatic speech recognition systemAutomatic speech recognition system
Automatic speech recognition system
 
Speech Recognition System By Matlab
Speech Recognition System By MatlabSpeech Recognition System By Matlab
Speech Recognition System By Matlab
 
Speech recognition techniques
Speech recognition techniquesSpeech recognition techniques
Speech recognition techniques
 

Destaque

Basic image processing
Basic image processingBasic image processing
Basic image processing
Jay Thakkar
 
Information visualization: information dashboards
Information visualization: information dashboardsInformation visualization: information dashboards
Information visualization: information dashboards
Katrien Verbert
 
Digital image processing using matlab (fundamentals)
Digital image processing using matlab (fundamentals)Digital image processing using matlab (fundamentals)
Digital image processing using matlab (fundamentals)
Taimur Adil
 
Basics of Image Processing using MATLAB
Basics of Image Processing using MATLABBasics of Image Processing using MATLAB
Basics of Image Processing using MATLAB
vkn13
 
Image proceesing with matlab
Image proceesing with matlabImage proceesing with matlab
Image proceesing with matlab
Ashutosh Shahi
 
Face recognition using neural network
Face recognition using neural networkFace recognition using neural network
Face recognition using neural network
Indira Nayak
 
Business Model Design
Business Model DesignBusiness Model Design
Business Model Design
Yves Pigneur
 

Destaque (20)

Basic image processing
Basic image processingBasic image processing
Basic image processing
 
Information visualization: information dashboards
Information visualization: information dashboardsInformation visualization: information dashboards
Information visualization: information dashboards
 
Digital image processing using matlab (fundamentals)
Digital image processing using matlab (fundamentals)Digital image processing using matlab (fundamentals)
Digital image processing using matlab (fundamentals)
 
Basics of Image Processing using MATLAB
Basics of Image Processing using MATLABBasics of Image Processing using MATLAB
Basics of Image Processing using MATLAB
 
TESTIMAGES - a large-scale archive for testing visual devices and basic image...
TESTIMAGES - a large-scale archive for testing visual devices and basic image...TESTIMAGES - a large-scale archive for testing visual devices and basic image...
TESTIMAGES - a large-scale archive for testing visual devices and basic image...
 
基礎影像處理
基礎影像處理基礎影像處理
基礎影像處理
 
Introduction of image processing
Introduction of image processingIntroduction of image processing
Introduction of image processing
 
Image Processing Basics
Image Processing BasicsImage Processing Basics
Image Processing Basics
 
Image proceesing with matlab
Image proceesing with matlabImage proceesing with matlab
Image proceesing with matlab
 
Introduction to Digital Image Processing Using MATLAB
Introduction to Digital Image Processing Using MATLABIntroduction to Digital Image Processing Using MATLAB
Introduction to Digital Image Processing Using MATLAB
 
Face recognition using neural network
Face recognition using neural networkFace recognition using neural network
Face recognition using neural network
 
Skywatch VSaaS in Retail Application
Skywatch VSaaS in Retail ApplicationSkywatch VSaaS in Retail Application
Skywatch VSaaS in Retail Application
 
Latest Advances in Megapixel Surveillance
Latest Advances in Megapixel SurveillanceLatest Advances in Megapixel Surveillance
Latest Advances in Megapixel Surveillance
 
Business Model Design
Business Model DesignBusiness Model Design
Business Model Design
 
Home Improvement Trades Gear Up for Smart Tech Surge
Home Improvement Trades Gear Up for Smart Tech Surge Home Improvement Trades Gear Up for Smart Tech Surge
Home Improvement Trades Gear Up for Smart Tech Surge
 
Drupal, Alexa, and Cheap Canned Beer - DrupalCamp Atlanta 2017
Drupal, Alexa, and Cheap Canned Beer - DrupalCamp Atlanta 2017Drupal, Alexa, and Cheap Canned Beer - DrupalCamp Atlanta 2017
Drupal, Alexa, and Cheap Canned Beer - DrupalCamp Atlanta 2017
 
Gtc 2016 deep learning applications in speech and image recognition
Gtc 2016 deep learning applications in speech and image recognitionGtc 2016 deep learning applications in speech and image recognition
Gtc 2016 deep learning applications in speech and image recognition
 
Welcome to IP Surveillance 101
Welcome to IP Surveillance 101Welcome to IP Surveillance 101
Welcome to IP Surveillance 101
 
Get Started Developing with Alexa and Drupal
Get Started Developing with Alexa and DrupalGet Started Developing with Alexa and Drupal
Get Started Developing with Alexa and Drupal
 
The 2017 Smart Home Insider Survey
The 2017  Smart Home Insider Survey The 2017  Smart Home Insider Survey
The 2017 Smart Home Insider Survey
 

Semelhante a Voice Recognition

E0502 01 2327
E0502 01 2327E0502 01 2327
E0502 01 2327
IJMER
 
IJCER (www.ijceronline.com) International Journal of computational Engineerin...
IJCER (www.ijceronline.com) International Journal of computational Engineerin...IJCER (www.ijceronline.com) International Journal of computational Engineerin...
IJCER (www.ijceronline.com) International Journal of computational Engineerin...
ijceronline
 
Speech Recognized Automation System Using Speaker Identification through Wire...
Speech Recognized Automation System Using Speaker Identification through Wire...Speech Recognized Automation System Using Speaker Identification through Wire...
Speech Recognized Automation System Using Speaker Identification through Wire...
IOSR Journals
 
Voice controlled robot
Voice controlled robotVoice controlled robot
Voice controlled robot
Ecwaytech
 

Semelhante a Voice Recognition (20)

sr.ppt
sr.pptsr.ppt
sr.ppt
 
Voice recognitionr.ppt
Voice recognitionr.pptVoice recognitionr.ppt
Voice recognitionr.ppt
 
sr.ppt
sr.pptsr.ppt
sr.ppt
 
International journal of signal and image processing issues vol 2015 - no 1...
International journal of signal and image processing issues   vol 2015 - no 1...International journal of signal and image processing issues   vol 2015 - no 1...
International journal of signal and image processing issues vol 2015 - no 1...
 
Speech Recognition
Speech RecognitionSpeech Recognition
Speech Recognition
 
BTP paper
BTP paperBTP paper
BTP paper
 
Asr
AsrAsr
Asr
 
Effect of Time Derivatives of MFCC Features on HMM Based Speech Recognition S...
Effect of Time Derivatives of MFCC Features on HMM Based Speech Recognition S...Effect of Time Derivatives of MFCC Features on HMM Based Speech Recognition S...
Effect of Time Derivatives of MFCC Features on HMM Based Speech Recognition S...
 
E0502 01 2327
E0502 01 2327E0502 01 2327
E0502 01 2327
 
A comparison of different support vector machine kernels for artificial speec...
A comparison of different support vector machine kernels for artificial speec...A comparison of different support vector machine kernels for artificial speec...
A comparison of different support vector machine kernels for artificial speec...
 
IJCER (www.ijceronline.com) International Journal of computational Engineerin...
IJCER (www.ijceronline.com) International Journal of computational Engineerin...IJCER (www.ijceronline.com) International Journal of computational Engineerin...
IJCER (www.ijceronline.com) International Journal of computational Engineerin...
 
Ijetcas14 426
Ijetcas14 426Ijetcas14 426
Ijetcas14 426
 
Joint MFCC-and-Vector Quantization based Text-Independent Speaker Recognition...
Joint MFCC-and-Vector Quantization based Text-Independent Speaker Recognition...Joint MFCC-and-Vector Quantization based Text-Independent Speaker Recognition...
Joint MFCC-and-Vector Quantization based Text-Independent Speaker Recognition...
 
speech enhancement
speech enhancementspeech enhancement
speech enhancement
 
HMM APPLICATION IN ISOLATED WORD SPEECH RECOGNITION
HMM APPLICATION IN ISOLATED WORD SPEECH RECOGNITIONHMM APPLICATION IN ISOLATED WORD SPEECH RECOGNITION
HMM APPLICATION IN ISOLATED WORD SPEECH RECOGNITION
 
Speech Recognized Automation System Using Speaker Identification through Wire...
Speech Recognized Automation System Using Speaker Identification through Wire...Speech Recognized Automation System Using Speaker Identification through Wire...
Speech Recognized Automation System Using Speaker Identification through Wire...
 
Speech Recognized Automation System Using Speaker Identification through Wire...
Speech Recognized Automation System Using Speaker Identification through Wire...Speech Recognized Automation System Using Speaker Identification through Wire...
Speech Recognized Automation System Using Speaker Identification through Wire...
 
role of lexical anaysis
role of lexical anaysisrole of lexical anaysis
role of lexical anaysis
 
scribgy.ppt
scribgy.pptscribgy.ppt
scribgy.ppt
 
Voice controlled robot
Voice controlled robotVoice controlled robot
Voice controlled robot
 

Último

Additional Benefits for Employee Website.pdf
Additional Benefits for Employee Website.pdfAdditional Benefits for Employee Website.pdf
Additional Benefits for Employee Website.pdf
joachimlavalley1
 
Industrial Training Report- AKTU Industrial Training Report
Industrial Training Report- AKTU Industrial Training ReportIndustrial Training Report- AKTU Industrial Training Report
Industrial Training Report- AKTU Industrial Training Report
Avinash Rai
 

Último (20)

Additional Benefits for Employee Website.pdf
Additional Benefits for Employee Website.pdfAdditional Benefits for Employee Website.pdf
Additional Benefits for Employee Website.pdf
 
[GDSC YCCE] Build with AI Online Presentation
[GDSC YCCE] Build with AI Online Presentation[GDSC YCCE] Build with AI Online Presentation
[GDSC YCCE] Build with AI Online Presentation
 
Phrasal Verbs.XXXXXXXXXXXXXXXXXXXXXXXXXX
Phrasal Verbs.XXXXXXXXXXXXXXXXXXXXXXXXXXPhrasal Verbs.XXXXXXXXXXXXXXXXXXXXXXXXXX
Phrasal Verbs.XXXXXXXXXXXXXXXXXXXXXXXXXX
 
NCERT Solutions Power Sharing Class 10 Notes pdf
NCERT Solutions Power Sharing Class 10 Notes pdfNCERT Solutions Power Sharing Class 10 Notes pdf
NCERT Solutions Power Sharing Class 10 Notes pdf
 
Industrial Training Report- AKTU Industrial Training Report
Industrial Training Report- AKTU Industrial Training ReportIndustrial Training Report- AKTU Industrial Training Report
Industrial Training Report- AKTU Industrial Training Report
 
Mattingly "AI & Prompt Design: Limitations and Solutions with LLMs"
Mattingly "AI & Prompt Design: Limitations and Solutions with LLMs"Mattingly "AI & Prompt Design: Limitations and Solutions with LLMs"
Mattingly "AI & Prompt Design: Limitations and Solutions with LLMs"
 
Sectors of the Indian Economy - Class 10 Study Notes pdf
Sectors of the Indian Economy - Class 10 Study Notes pdfSectors of the Indian Economy - Class 10 Study Notes pdf
Sectors of the Indian Economy - Class 10 Study Notes pdf
 
Introduction to Quality Improvement Essentials
Introduction to Quality Improvement EssentialsIntroduction to Quality Improvement Essentials
Introduction to Quality Improvement Essentials
 
aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa
aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa
aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa
 
Basic Civil Engineering Notes of Chapter-6, Topic- Ecosystem, Biodiversity G...
Basic Civil Engineering Notes of Chapter-6,  Topic- Ecosystem, Biodiversity G...Basic Civil Engineering Notes of Chapter-6,  Topic- Ecosystem, Biodiversity G...
Basic Civil Engineering Notes of Chapter-6, Topic- Ecosystem, Biodiversity G...
 
The Benefits and Challenges of Open Educational Resources
The Benefits and Challenges of Open Educational ResourcesThe Benefits and Challenges of Open Educational Resources
The Benefits and Challenges of Open Educational Resources
 
Basic phrases for greeting and assisting costumers
Basic phrases for greeting and assisting costumersBasic phrases for greeting and assisting costumers
Basic phrases for greeting and assisting costumers
 
GIÁO ÁN DẠY THÊM (KẾ HOẠCH BÀI BUỔI 2) - TIẾNG ANH 8 GLOBAL SUCCESS (2 CỘT) N...
GIÁO ÁN DẠY THÊM (KẾ HOẠCH BÀI BUỔI 2) - TIẾNG ANH 8 GLOBAL SUCCESS (2 CỘT) N...GIÁO ÁN DẠY THÊM (KẾ HOẠCH BÀI BUỔI 2) - TIẾNG ANH 8 GLOBAL SUCCESS (2 CỘT) N...
GIÁO ÁN DẠY THÊM (KẾ HOẠCH BÀI BUỔI 2) - TIẾNG ANH 8 GLOBAL SUCCESS (2 CỘT) N...
 
MARUTI SUZUKI- A Successful Joint Venture in India.pptx
MARUTI SUZUKI- A Successful Joint Venture in India.pptxMARUTI SUZUKI- A Successful Joint Venture in India.pptx
MARUTI SUZUKI- A Successful Joint Venture in India.pptx
 
Salient features of Environment protection Act 1986.pptx
Salient features of Environment protection Act 1986.pptxSalient features of Environment protection Act 1986.pptx
Salient features of Environment protection Act 1986.pptx
 
Basic_QTL_Marker-assisted_Selection_Sourabh.ppt
Basic_QTL_Marker-assisted_Selection_Sourabh.pptBasic_QTL_Marker-assisted_Selection_Sourabh.ppt
Basic_QTL_Marker-assisted_Selection_Sourabh.ppt
 
How to the fix Attribute Error in odoo 17
How to the fix Attribute Error in odoo 17How to the fix Attribute Error in odoo 17
How to the fix Attribute Error in odoo 17
 
Operations Management - Book1.p - Dr. Abdulfatah A. Salem
Operations Management - Book1.p  - Dr. Abdulfatah A. SalemOperations Management - Book1.p  - Dr. Abdulfatah A. Salem
Operations Management - Book1.p - Dr. Abdulfatah A. Salem
 
Morse OER Some Benefits and Challenges.pptx
Morse OER Some Benefits and Challenges.pptxMorse OER Some Benefits and Challenges.pptx
Morse OER Some Benefits and Challenges.pptx
 
The impact of social media on mental health and well-being has been a topic o...
The impact of social media on mental health and well-being has been a topic o...The impact of social media on mental health and well-being has been a topic o...
The impact of social media on mental health and well-being has been a topic o...
 

Voice Recognition