Please enable JavaScript.
Coggle requires JavaScript to display documents.
Speech Recognition & Natural Language Processing (Use (Voice dialling,…
Speech Recognition & Natural Language Processing
In terms of CS & EE
Known as SR
Translation of spoken words to text
a.k.a. ASR or STT
System types
Speaker-independent : No training
Speaker-dependent : With training
Use
Voice dialling
Call routing
Domotic appliance control
Search and simple data entry
Preparation of structured documents
STT processing and aircraft
Term voice recognition
Refers to "who" is speaking rather than "what" is spoken
Recognizing speaker
Simplify task of translating speech in systems
Used to authorize/verify identity of speaker
Natural language processing (NLP)
Field in:
CS, AI and linguistics
Concerned with interactions between computers and human languages
Mainly in HCL area
Challenges in NLP
NL understanding - enabling computer derive meaning from human or NL input
Future of NLP
Human-level NL processing
AI-complete problem
Equivalent to solving Central AI problem
Computers as intelligent as people
Tied closely to development of AI in general
Computers become more capable of receiving and giving instructions
Humans may no longer need to code
Computers will understand/act upon instructions