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Corpus-based methods will be found at the heart of many language
and speech processing systems. This book provides an in-depth
introduction to these technologies through chapters describing
basic statistical modeling techniques for language and speech, the
use of Hidden Markov Models in continuous speech recognition, the
development of dialogue systems, part-of-speech tagging and partial
parsing, data-oriented parsing and n-gram language modeling. The
book attempts to give both a clear overview of the main
technologies used in language and speech processing, along with
sufficient mathematics to understand the underlying principles.
There is also an extensive bibliography to enable topics of
interest to be pursued further. Overall, we believe that the book
will give newcomers a solid introduction to the field and it will
give existing practitioners a concise review of the principal
technologies used in state-of-the-art language and speech
processing systems. Corpus-Based Methods in Language and Speech
Processing is an initiative of ELSNET, the European Network in
Language and Speech. In its activities, ELSNET attaches great
importance to the integration of language and speech, both in
research and in education. The need for and the potential of this
integration are well demonstrated by this publication.
Recent developments in artificial intelligence, especially neural
network and deep learning technology, have led to rapidly improving
performance in voice assistants such as Siri and Alexa. Over the
next few years, capability will continue to improve and become
increasingly personalised. Today's voice assistants will evolve
into virtual personal assistants firmly embedded within our
everyday lives. Told through the view of a fictitious personal
assistant called Cyba, this book provides an accessible but
detailed overview of how a conversational voice assistant works,
especially how it understands spoken language, manages
conversations, answers questions and generates responses. Cyba
explains through examples and diagrams the neural network
technology underlying speech recognition and synthesis, natural
language understanding, knowledge representation, conversation
management, language translation and chatbot technology. Cyba also
explores the implications of this rapidly evolving technology for
security, privacy and bias, and gives a glimpse of future
developments. Cyba's website can be found at HeyCyba.com.
Corpus-based methods will be found at the heart of many language
and speech processing systems. This book provides an in-depth
introduction to these technologies through chapters describing
basic statistical modeling techniques for language and speech, the
use of Hidden Markov Models in continuous speech recognition, the
development of dialogue systems, part-of-speech tagging and partial
parsing, data-oriented parsing and n-gram language modeling. The
book attempts to give both a clear overview of the main
technologies used in language and speech processing, along with
sufficient mathematics to understand the underlying principles.
There is also an extensive bibliography to enable topics of
interest to be pursued further. Overall, we believe that the book
will give newcomers a solid introduction to the field and it will
give existing practitioners a concise review of the principal
technologies used in state-of-the-art language and speech
processing systems. Corpus-Based Methods in Language and Speech
Processing is an initiative of ELSNET, the European Network in
Language and Speech. In its activities, ELSNET attaches great
importance to the integration of language and speech, both in
research and in education. The need for and the potential of this
integration are well demonstrated by this publication.
In the early 1870s, all roads led to Motherwell. The town needed
skilled labour for the iron works, and amongst the newcomers were a
bunch of blokes from Shropshire and North Wales who wanted to play
cricket. This was the start of Motherwell Cricket Club, founded by
proper steelmen. The book spans 150 years of club cricket. There
are tales of ladies promenading the cricket field as smoke belched
out factory chimneys; stories of crowds in their thousands watching
Motherwell take on local rivals, Newmains and Bellshill; and
memories of cricketing legends who graced Motherwell’s delightful
old Home Park ground, even a prime minister. It recalls great games
and great nights, the Cricket Dinners and Player of the Year
Awards, and remarkable characters who devoted large parts of their
lives to the club. Motherwell is not a “big club” and hasn’t
enjoyed too much success, and that’s the fascinating thing about
its story - how it has survived against the odds when world wars,
pavilion fires, and diminishing playing resources threatened to
spoil the fun. Happily, Motherwell Cricket Club is alive and well,
still playing cricket in a footballing town.
Recent developments in artificial intelligence, especially neural
network and deep learning technology, have led to rapidly improving
performance in voice assistants such as Siri and Alexa. Over the
next few years, capability will continue to improve and become
increasingly personalised. Today's voice assistants will evolve
into virtual personal assistants firmly embedded within our
everyday lives. Told through the view of a fictitious personal
assistant called Cyba, this book provides an accessible but
detailed overview of how a conversational voice assistant works,
especially how it understands spoken language, manages
conversations, answers questions and generates responses. Cyba
explains through examples and diagrams the neural network
technology underlying speech recognition and synthesis, natural
language understanding, knowledge representation, conversation
management, language translation and chatbot technology. Cyba also
explores the implications of this rapidly evolving technology for
security, privacy and bias, and gives a glimpse of future
developments. Cyba's website can be found at HeyCyba.com.
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