신경망 인공지능 vs 기호처리 인공지능

신경망 인공지능:

워렌 맥클로츠

월터피츠

헤브

로젠블라트

말스버그

그로스버그

후쿠시마

코호넨

룸멜하트

 

기호처리 인공지능:

알렌튜링

폰 노이만

마빈 민스키

존 맥카시(LISP)

알렌 뉴엘

허버트 시몬

자데

페퍼트

 

ASR: HMM/GMM/DNN

Sirius(CMU SPhinx base): GMM

Kaldi: DNN

RASR: DNN

 

https://blog.acolyer.org/2015/04/13/sirius-an-open-end-to-end-voice-and-vision-personal-assistant-and-its-implications-for-future-warehouse-scale-computers/

Sirius: An open end-to-end voice and vision personal assistant and its implications for future warehouse scale computers | the m

* * * * * Supporing Components* * * * * 

Anatomy of the Sirius IPA

HMM, GMM, DNN, 

Sphinx, Kaldi, RASR

 

Open Ephyra,

Wikipedia

Indri

 

SURF

OpenCV

Mobile Visual Search DB

 

* * * * * IPA Services* * * * * 

Automatic Speech Recognition

Question Answering

Image Matching

 

* * * * * Query Types* * * * * 

Voice Command

Voice Query

Voice-Image Query

 

100x Compute Intensity of text search