[Minds Lab] company introduction(2020)_en

CONTENTS
Business
Company Introduction
Client and Portfolio
MAUM AI
Eco MINDs
Smart X
Insurtech AI
Smart Office
AI based Contact Center
Fintech AI
Edu AI
Media AI

3
The 1st Korean
Company
An Innovation
Affiliate of amii
FASTAICC
VoiceBot
Application/AI
Services
Inbound
HybridChat
Outbound AQA
Layer 4
maumMinutes
AIBuilder VoiceAlbum
Engine APIInferenceengines
Layer 3
Voice Language
Vision
Analysis English EducationConversation
Text to Speech
MachineReading
Comprehension
NQA Bot
Correlation
Analysis
Speech to Text
eXplainable
DocumentClassification
Weather/Wiki Bot
Denoise
Hierarchical
MultipleDictionary
Hotel Concierge
Pose Recognition
Diarization NaturalLanguage
Processing
FaceRecognition
Voice Filter GenerativePre-
Training
EnhancedSuper
Resolution
SubtitlesExtraction
VoiceRecognition Intent Finder
Face Recognition AbnormalBehavior
Detection
Text to Image Text Removal DIARL
AVR
Educational
STT
Phonics
Assessment
AIModel
Training
Layer 2
Voice
Vision
Language+MLT
Data
Conversation
English
Education
Data/Cleansing
Service
Layer 1
Voice Data
Vison Data
Language Data
Data Analysis
ConversationData
EnglishEducationData
Cloud Data
EditTool
API Services
AI Platform
3
Minds Lab is the World-Class AI Professional Firm
Market Share
NO.1 NO.1
in AI Sales
End-to-End AI Supply Chain Integration
AutomaticPronunciationScoring

44
We lead the industry with our incomparable AI technology.
We have been honorably recognized for our products and services domestically and internationally.
We are a team of
AI professionals
Recognition of
Excellence ITU
Telecom World 2017
• BestInnovativeExhibitorwithineach
NationalPavilionat ITU Telecom
World, 2017
• International certification given
to SMEswith the most innovative
futuretechnology competitiveness
Prime Minister Prize
4 years in a row
• 2016MinisterAward,MinistryofScience,ICT
andFuturePlanning
• 2017MinisterAward,KoreaICTAward
• 2018PrimeministerAward,ImpaCT-ech
• 2018MinisterAward,MinistryofTrade,
IndustryandEnergy
• 2019MinisterAward,Korean SWCompany
(MinistryofScience,ICTandFuture
Planning)
“Korea’s leading AI
company” in National
Strategy for AI
• Providingvarious AI
technology/servicessuch
asAI-basedcustomer
counseling,automatedcall
connection with counselors,
andAI voicegeneration.

5
Minds Lab,
We do make numbers
Sales Revenue
For the last 5 years, MINDsLab has become the company that
attractsboth domesticandinternationalmarket.
Investment
Havingcompletedtheseries Cinvestment,
MINDsLabreceivedthehighestlevelof enterprisevalue
amongKoreanAIcompanies.
Enterprise Value
93M
22.2M
Total Investment
105
82
68
25
2.5
CAGR
253%
2015 2016 2017 2018 2019 2020(E)
190
Series A
Series C
Series B
3.4M
173M
4.2M
(2015~2016) (2017)
(2019)
LBInvestment BSK Investment KDB Bank KEB Hana Bank
LBInvestIBK-NH Smallgiant PEF Hana Financial Invest Q Capital
BSK InvestIndustrial Bankof Korea BNK Capital ETRI Holdings
· Temporary decrease in sales due to the transformation into AI platform
AIaasin2019
· Plantobelistedinthefirsthalfof2021

6
EDMONTON
Sales&Mkt.
TORONTO
GlobalHQ
NEWJERSEY
GlobalR&D
Sales&Mkt.
SILICONVALLEY
VisionAIR&D
SEOUL
Sales&Mkt.
PANGYO
R&D,Platform,
SmartMachine
DAEJEON
HQ,R&D
MAKATI
AICallCenter
6
MINDs Lab,
We Go Global
As of 2020, 100 professionals ( 200 including subsidiaries) work across four different countries.
Our global offices instantaneously catch the most recent AI trends, readily apply that to our products and
services and distribute them to different continents.

7
RF.Tap
Client and Portfolio
7
We hear and resolve the pain point
by using our expertise in AI
We recognize the pain point of diverse industries, and we know how we can resolve them by using our experiences
and expertise in AI. We have completed over 100 AI projects with customers from SME, top-tier companies to
government institutions.
Business Reference
(As of 2019)
Telecommunication·ITPublic Institution Financial Groups
Manufacturing·Consumer Goods
Education·Publication

88
maum.ai
Too many
unknowns
Lack of skilled
teams to manage
High costs Lack of
technical ability
Lack of
quality data
Privacy
concerns
Concerns of
trust
How to integrate AI
to your business?
Key barriers to AI integration
for businesses
Smart Factory AI RobotSmart City
AI English
Ebucation
AI Contact
Center

9
maum.ai
9
Building the AI algorithms and the AI Engines
And then assemble them into the applications
Modularized and
Customizable AI
Analysis
Vision
Voice
Language
Conversation
9

10
maum.ai
Try more than 30 latest AI engines and applications for $89 per month.
AIModel
Training
Data/
Cleansing
Service
Voice
Voice Data
Vision
Vision Data
CloudDataEditTool
Data
Data Analysis
Conversation
ConversationData
EnglishEducation
EnglishEducasion
Data
Language+MLT
Language Data
이상행동감지
FAST
AICC
AIBuilder Voice
Album
maumMinutesVoiceBot
Application/
AIServices
Inbound
Hybrid
Chat
Outbound
AQA
Layer
4
EngineAPI
Inference
engines
Voice
Textto
Speech
MRC NQA BotCorrelation
Analysis
STTforEng.
Education
Textto Image
Speech to
Text
XDC Weather/Wiki
Bot Automatic
Pronunciation
Scoring
TextRemoval
Denoise
HMD
Hotel
ConciergeBot
Phonics
Assessment
DIARL
Pose Recognition
Diarization
NLU
AI Vehicle
Recognition
FaceTracking
VoiceFilter
GPT-2
Enhanced Super
Resolution
SubtitlesExtraction
Voice
Recognition
ITF
Face Recognition
Vision Language Analysis Conversation EnglishEducationLayer
3
Layer
2Layer
1
maum.aiServiceStructure 1-month free trial
Make Your Own AI Service
maum.ai

11
DocumentImageAnalysis,
RecognitionandLearning
NaturalLanguage
Processing
DeepSentence
Classification
OpticalMarkRecognition
eXplainableDocument
Classification
MachineReading
Comprehension
Word
Embedding
Hierarchical
MultipleDictionary
IntentFinder
SimpleClassifier
AI builder for testing each AI engines on maum.ai or even build your own application
Mix and match more than 30 latest AI engines and easily apply to business services
Language
VisionVoice Language
SpeechToText
TextToSpeech
EnsembleClassification
InformationRetrieval
QuestionAnswering
Spoken
DialogueSystem
NMTChatBot
Basic
QuestionAnswering
Knowledgebased
QuestionAnswering
Deep
QuestionAnswering
AI Builder
ConversationVoice
Vision
Analysis
maum.ai

12
AI Builder combines engines and models that reflect
the needs of customers and can be easily applied to business services.
Create 'Voice Weather Bot by combining STT(Speech to Text), SDS Chat Bot, and TTS(Text to Speech)
StartMVP
Selection complete
Selection complete
Selection complete
Korean
Voice Generation
Play file Playing
Download file Download file
"How’s the weather tomorrow?"
"Tomorrow Seoul is cloudy.
Temperatures range from as
low as 2 degrees to as high
as 8 degrees."
Voice Recognition
Chat Bot
Voice Generation
Speech
Text
Text
Text
Speech
Text
Customer Center 8K
more
Weather Bot
Female announcer
Developer codeInput condition
Voice Recognition
Chat Bot
Loginto
maum.ai
AIBuilder
Inputcondition
foreachengine
Creationof
yourown
AIservice
maum.ai

13
ECO MINDs
Eco MINDs connects
AI Supply Chain
In order to manage AI supply chain more effectively, MINDs Lab organizes Eco MINDs network and
works with companies with different specialties.
Leading
AI Era,

14
ECO MINDs
It is a partnership project that collaborates with several startups and research institutes in AI-related services,
AI-based smart machines, and AI-related areas across technologies such as AI algorithms and engines.
OfficeSpaceSupport
TechnicalSupport
SharethelatestAI
technologytrends
andconductjoint
projects
ManagementSupport
Supportforoffice
management,sales,
andpublicrelation,and
marketing,etc.
Useco-workingspacein
PangyoTechnoValley
(rentalfeeincurred)
TrainingProgram
Support
TrainingsessionsforAI
algorithmstoutilization
InvestmentSupport
Providemeasurestosecure
fundsandsupporting
Investmentattraction,
suchasTips
Benefits to Members
Leading
AI Era,
AI Eco system,
eco MINDs

15
maum.ai
Technical Support
Coverage
ECO MINDs
Pre-trained Engines
Providethelatest30AIenginesreleasedonmaum.ai
Data Customizing
Utilize themaum.aiplatformtocreateaunique
learningmodelwithdataheldbyusers
Engine Development
Voice
MRCDenoise
NQA Bot XDCVoice
Recognition
Weather/
Wiki Bot
HNDDiarization
Hotel
Concierge Bot
NLUText to
speech
GPT-2Speech
to Text
ITFVoice Filter
AnalysisVision
Correlation AnalysisFace
Tracking
Ai Vehicle
Recognition
Face
Recognition
Pose
Recognition
Text to
Image
Text
Removal
DIAL Subtitles
Extraction
Enhanced Super
Resolution
Abnormal
Behavior
Detection
*The data provided by the user is used only for the purpose of developing the user's engine,
and subsequent ownership lies with the user.
Jointenginedevelopmentunique tospecific
industries anddomains
AI Eco system,
eco MINDs
It is a partnership project that collaborates with several startups and research institutes in AI-related services,
AI-based smart machines, and AI-related areas across technologies such as AI algorithms and engines.
Conver-
sation
Langu-
age

16
Smart Factory POSCO
Smart X

17
Intelligent Manufacturing AI technology
that will bring technical innovation to
manufacturing processes
Smart Factory POSCO
Machine learning models are used
to repair or inspect major devices
and machines at the best time.
Machine learning is conducted
based on microeconomic data and
production demand records.
By predicting abnormal events
at all stages of the process, the
process is streamlined and energy
consumption is minimized.
Estimate
the optimal time
for maintenance
and inspection
Optimize logistics
costs and
transportation
Minimize
the energy
required
AI-based
demand forcast
17

18
Example of AI-based prediction
and control system applied to steel
manufacturing process
Rolling Process
철광석
석화석
SinteringFactory Blast Furnace Circuit
LadleRefining
Strand CastingTorpedo Car
Ladle
Bloom
Billet
Slab
HotRolling
RearPlate
ColdRolling
Electrical Steel
WireRod
Coke Factory
원료탄
Sinter speed
control
RH
carbon prediction
Cold Rolled PCM Speed
Prediction / Control
Blast furnace
air permeability
prediction
Prediction/
control of plating
temperature
Steelmaking Process Steelmaking Process
Prediction of
Temperature by
Process
Electric-carbon
prediction
Smart Factory POSCO

19
Natural Language
Processing
Deep Sentence
Classification
eXplainable Document
Classification
Machine Reading
Comprehension
Word Embedding
Hierarchical
Multiple Dictionary
Automatic Pronounciation
Scoring
Phonics Assessment
Intent Finder
AI Vehicle Recognition
(AVR)
Simple Classifier Text Removal
Natural Language
English Education
Information Retrieval
Question Answering
Spoken
Dialogue System
Basic
Question Answering
Knowledge based
Question Answering
Deep
Question Answering
Optical Mark Recognition
Vision Conversation
Speech To Text
Text To Speech
Denoise
Diarization
Voice Filter
: Engine used in this project
Voice
Cognitive
Smart Factory POSCO
OptimizationAnomaly
Detection

21
Detect Automatic Payment Information
From The Captured Bill Image @ Hana Bank
000-007-6945
Smart Document

22
Recognize insurance-related information from
FAX-received medical receipts @ AIG Life
Patient
Name
Gil-Dong
Hong
Receipt
Number
201707249423
Total
Medical
Expenses
460240
Total
Patient
Charges
247450
Business
License
Number
183940503
Smart Document

23
Smart Document
Natural Language
Processing
Deep Sentence
Classification
Classification
Machine Reading
Comprehension
Word Embedding
Hierarchical
Multiple Dictionary
Scoring
Phonics Assessment
Intent Finder
(AVR)
Natural Language
English Education
Question Answering
Spoken
Dialogue System
Basic
Question Answering
Knowledge based
Question Answering
Deep
Question Answering
Vision Conversation
Speech To Text
Text To Speech
Denoise
Diarization
Voice Filter
Voice
Cognitive
OptimizationAnomaly
Detection

25
Copyright Infringement Video Identification
@ Copyright Protection Agency
Smart Video
Speech
Recognition
ROI
Recognition
Face
Recognition
AI-based recognition
capabilities
+
Intelligent Search
Capabilities
Retrieve recognition results overtime
Similartohuman
cognitivemethodology
Identificationofillegal
videoworks
Disablecopyright
avoidancetechniques
Retrieve recognition results by space
Retrieve recognition results by personSubtitle
Recognition
Object
Recognition
Text
Recognition
25

26
Video Recognition Demo
Smart Video

28
Traffic
Smart City
Vehicle Recognition And Traffic Analysis On The Road
@ Seoul City
1
2
4
5
6 7
8
9
10
11
14
13
12
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
39
45
44
43 42
41
40
38
17
15
16
3

29
Smart City
Traffic
Issuance of fines for obsolete diesel vehicles
Issuance of fines for lane violation vehicles
Vehicle statistical analysis
Use as basic data for city planning
Face
Detection
Window
Detection
License
Plate
Detection
License
Plate
Recognition
Vehicle
Analysis
Statistical
Analysis
AI-based recognition
capabilities
29
Vehicle Recognition And Traffic Analysis On The Road
@ Seoul City

30
Traffic
Smart City
Car Window Detection Demo License Plate Detection and Recognition Demo

31
Smart City
Airport Abnormal Behavior Detection
@ Incheon International Airport
Anomaly
2-person
detection
Walking
backward
Rushaction Left thingsbehind
Violence,
fighting Fainting, falling Vandalism
Detectingvariousabnormalbehaviorsthrough CCTV
usingdeeplearning-basedlearningdatain airport
immigrationareasandlimitedspaceoftheairport.

32
Anomaly
Smart City
Detection of Abnormal Behavior On The Road
@ Suwon City
Define twelve or more actions such as assault, fight, theft, vandalism, fainting, intrusion, and robbery
based on real-life data to notify the controller
정상행동 정상행동정상행동 정상행동
Main Monitoring
Abnormal
Behavior
Abnormal
Behavior
Normal Behavior Normal Behavior
Normal Behavior Normal BehaviorNormal Behavior Normal Behavior
Sub-Monitoring
Existing
System
SystemAfter
ImplementingAI
Unable to respond in case of an
abnormal behavior missed by the controller
Notify the controller when an
abnormal behavior occurs
Sub-Monitoring
Main Monitoring

33
Anomaly
Smart City
Behavior Recognition Demo Abnormal Behavior Recognition Demo

34
Smart Defense
Smart Defense
• Establishing a Joint Venture with Drone Companies
• Developing Image Recognition and Analysis Function Based on Drone Images
4D Modeling and Tracking
PTZ Camera Autonomous
Control
Behavior and Situation
Analysis
Human
Detection
Building
Recognition
Text
Recognition
Equipment
Recognition
Base
Recognition
Behavioral
Recognition
AI-basedrecognition
capabilities
IntelligentControl and
Analysis

35
Smart Video & City
Natural Language
Processing
Deep Sentence
Classification
Classification
Machine Reading
Comprehension
Word Embedding
Hierarchical
Multiple Dictionary
Scoring
Phonics Assessment
Intent Finder
(AVR)
Natural Language
English Education
Question Answering
Spoken
Dialogue System
Basic
Question Answering
Knowledge based
Question Answering
Deep
Question Answering
Vision Conversation
Speech To Text
Text To Speech
Denoise
Diarization
Voice Filter
Voice
Cognitive
OptimizationAnomaly
Detection

37
Insurtech AI
Real-Time Processing
Technical Components of Voicebot
OutboundCall
Inbound Call
AI Voice BotCustomer Human Counselor
SPEECHTOTEXT CHATBOT TEXTTOSPEECH
Deep Learning Based
AI Voice Bot

38
Call Center (Connects to Voice Bot)
Voice Bot Complete Sales
Monitoring Service
Insurtech AI
Call
Connection
CompleteSales
Confirmation
Reconfir-
mation of
the Planner
Contract
Completed
YES
NO
Takes 1~6 times to complete
YES
NO
Counselor 1:1 Outbound Call
Only available at a limited time,
high-cost repetitive task
As-Is
Consultation at customer’s desired time
Simultaneous conversations between AI
counselors and multiple customers
To-Be
Call
Connection
Complete
Sales
Confirmation
Reconfir-
mation
of the
Planner
Contract
Completed

39
Insurtech AI
Voice Bot Complete Sales
Monitoring Service

40
Insurtech AIInsurtech AI
Voice Bot Insurance
Loan Service
Unable to
Process
Immediately
Immediate
Processing
Loan
Application
(Identification)
Loan
Application
(Identification)
Credit Check
Automatic
Loan
Screening
Deposit
Deposit
Call Center (Connects to Voice Bot)
Call Center (Connects to Counselor)
To-Be
As-Is

41
Insurtech AI
Voice Bot Insurance
Loan Service

42
Insurtech AI
Natural Language
Processing
Deep Sentence
Classification
Classification
Machine Reading
Comprehension
Word Embedding
Hierarchical
Multiple Dictionary
Scoring
Phonics Assessment
Intent Finder
(AVR)
Natural Language
English Education
Question Answering
Spoken
Dialogue System
Basic
Question Answering
Knowledge based
Question Answering
Deep
Question Answering
Vision Conversation
Speech To Text
Text To Speech
Denoise
Diarization
Voice Filter
Voice
Cognitive
OptimizationAnomaly
Detection

43
Automated Meeting
Minutes System
Smart Office

44
maum
MINUTES SYSTEM
Smart Office
-Automated Meeting Minutes System
It is no longer necessary to take time to record the minutes of the meeting.
maum Minutes automatically processes the contents with real-time recording or uploading the recorded voice file.
maum
MINUTES SYSTEM
Diarization
STT Diarization
Converts speech into text.
Provides high recognition rate and
fast processing speed.
Separates out which speaker
spoke at what time among multiple
people’s voice.
Speech Recognition, Speech -to -Text Diarization
CNN STT
Accuracy Learning
Speed
Conversion
Speed
5% 10X 3X
5% more
accurate than
conventional
algorithms.
Reduce learning
time that requires
a lot of time.
Do not have
to wait for text
conversion
after speech
recognition.

45
Speaker Diarization
by Microphone
Meeting Host
Meeting Participant SpeakerDiarizationVoiceRecognition
Meeting Host
IP Converter – Channel 1
Member A
Member A
Member B
Member B
Analog Voice
Analog Voice
Analog Voice
IP1
IP2
IP3
PCM
Conversion
(16KHz)1)
PCM
Conversion
(16KHz)1)
PCM
Conversion
(16KHz)1)
Encoding
&RTPPacket
Encoding
&RTPPacket
Encoding
&RTPPacket
Hello, attendees. From now on, we
will begin the regular monthly report
for February 2019. The meeting will
be held for 21 minutes from now.
Thank you for introducing such a great
system. It would be really useful if the
meeting minutes become automated
and see them again in text!
Where can I get the file?
I need that file also!
Real-time minutes screen
Smart Office

46
MINDs Lab
Meeting Minutes System
Smart Office
MINDs Lab Meeting Minutes System

47
Automated Meeting
Minutes System
Natural Language
Processing
Deep Sentence
Classification
Classification
Machine Reading
Comprehension
Word Embedding
Hierarchical
Multiple Dictionary
Scoring
Phonics Assessment
Intent Finder
(AVR)
Natural Language
English Education
Question Answering
Spoken
Dialogue System
Basic
Question Answering
Knowledge based
Question Answering
Deep
Question Answering
Vision Conversation
Speech To Text
Text To Speech
Denoise
Diarization
Voice Filter
Voice
Cognitive
OptimizationAnomaly
Detection

49
Hybrid-AICC
Flow Chart
Hybrid AI Contact Center
AI services, which were mainly used for voice recognition, text analysis, and chatbots, are
being expanded to call contact forces through the advancement of voicebots.
AIChatbotthathelpsconsultationfromvoicerecognitiontoimageanalysis
검색보다 빠르고 정확하게, 다양한 대화 엔진 기반 챗봇
챗봇으로 해결하기 어려운 상담은 실제 상담원과!
DeepQA Basic QA KB QA
FAST LiveCHAT
HybridCSR
IR QA
RTA AI based
Real-time
Agent Support
System
Speak to a counselor
채팅 상담원
전화 상담원
챗 봇
CALL
옴니채널
CHAT
상담원 실시간
AI 지원 시스템
RTA
AIPlatform
고 객
Happy Call
(AI based automated call system)
Admin
Server
Dashboard
VOC
AQC
Analysis voice of customers
Automation of quality control
Data
Mining
Text
Analytics
Customi-
zation
Contact Channel Hybrid AI Contact Center AI Analytics
Hybrid CSR(Voice)
AI based Real-time
Agent Support System
Real-timehumanagentsupportwhenVoicebotcannothandleinquiries
Real-timehumanagentsupportwhenChatbotcannothandleinquiries
Image, Document
Recognition
Voice User Interface
Document Classifier Based on
Cognitive & Language Intelligence
Hybrid CSR(Chat)
CALL
Omni-Channel
CHAT
Customer Chatbot
· Building New Chatbots
· Management of
Chatbot Domain
· Monitoring of a
Conversation
· Additional Training
· Providing a stable
environment for AI
service management

50
Hybrid
Consulting Service
When a counselor needs to intervene while talking to an AI Voice Bot or AI Chat Bot, a
Hybrid AI service allows a counselor to naturally continue a call or chat conversation
that enables stable customer response.
Call Infra Voice Bot System
IVR
CTI
Recording
PBX
(SIP Server)
STT
TTS
Call
Manager
(SIP Client)
Chat
Bot
① Call connection
⑥ Conversion
② Customer voice
⑤ Counselor voice ④TTS Text
③STT Text
Specialfeatures
Interventionofacounselor Stop, Re-play

51
Hybrid Consluting Service
Hybrid
Consulting Service

52
Hybrid Consluting Service
Hybrid
Consulting Service

53
Natural Language
Processing
Deep Sentence
Classification
Classification
Machine Reading
Comprehension
Word Embedding
Hierarchical
Multiple Dictionary
Scoring
Phonics Assessment
Intent Finder
(AVR)
Natural Language
English Education
Question Answering
Spoken
Dialogue System
Basic
Question Answering
Knowledge based
Question Answering
Deep
Question Answering
Vision Conversation
Speech To Text
Text To Speech
Denoise
Diarization
Voice Filter
Voice
Cognitive
OptimizationAnomaly
Detection

55
Fintech
with AI
For Employees For Customers
55

56
Fintech AI
First Commercial Bank To Apply AI
In Banking System
Text
Transfer
AccountCheckup
Payment
Voice
STT
CallCenterDuty
TextWork
Vision
CurrencyRecognition
BillRecognition
QRRecognition
56

57
Fintech AI
AI tech :
Vision
Structural Analysis
for Document
Bill Recognition
(OCR)
Currency Recognition
(CurrencyNet)
Document Image Analysis
Recognition Learning Framework (DIARL)

58
Fintech AI
AI Financial Consultant
HAI
AI Financial Consultant HAI

59
Fintech AI
Providing Innovative Customer Services
with AI Based Chatbot Advisor
Interactive AI Financial Agent
Launched HAI Service(‘18.11)
Processing SimpleInquiry toAccount
Transfer and Product Subscription
SelectedbytheGlobalFinancialAsianBanker
Winning2019InternationalRetailFinanceAwards
intheCategoryofBestAIChatbot(‘19.3)

60
Finetech AI
Natural Language
Processing
Deep Sentence
Classification
Classification
Machine Reading
Comprehension
Word Embedding
Hierarchical
Multiple Dictionary
Scoring
Phonics Assessment
Intent Finder
(AVR)
Natural Language
English Education
Question Answering
Spoken
Dialogue System
Basic
Question Answering
Knowledge based
Question Answering
Deep
Question Answering
Vision Conversation
Speech To Text
Text To Speech
Denoise
Diarization
Voice Filter
Voice
Cognitive
OptimizationAnomaly
Detection

62
Practice English
Conversation
Management
Efficiency
Individual
Evaluation
Replace
Native Speaker
Samsung English: Miss Selena
Case :
AI Tutor Replacing Native Speaker
Edu AI

63
My Personal English AI Tutor, mai English
It is an application that allows learners to enjoy learning English with their AI friend Mai
anytime, anywhere, no matter where they are, until they can speak in English comfortably.
Practice
English with AI
Friend
Individual
Feedback
Repeat Until
Students Feel
Comportable
Edu AI
Case :
AI English Conversation Application

64
Case :
Telephone English that you can See
01
STT review
Provide TEXT to review the class
Provide corrections for wrong
sentences for feedback
Practice 3 sentences each day
AI Pronunciation Evaluation
02
03
Edu AI

65
Edu AI Tech :
English STT + Pronunciation Evaluation
Edu AI
English Speech Recognition + Pronunciation Evaluation

66
Edu AI Tech :
English Conversation with AI
Response
Corpus
Conversation
Scenario
Edu AI

67
Edu AI Tech :
AI Reading Comprehension
Edu AI

68
Prospective Businesses
Using Edu AI
Edu AI
Home School, Study Room Online / Video Learning Application, Chatbot Private Learning Institution
AI

69
Edu AI
Natural Language
Processing
Deep Sentence
Classification
Classification
Machine Reading
Comprehension
Word Embedding
Hierarchical
Multiple Dictionary
Scoring
Phonics Assessment
Intent Finder
(AVR)
Natural Language
English Education
Question Answering
Spoken
Dialogue System
Basic
Question Answering
Knowledge based
Question Answering
Deep
Question Answering
Vision Conversation
Speech To Text
Text To Speech
Denoise
Diarization
Voice Filter
Voice
Cognitive
OptimizationAnomaly
Detection

71
Using Text-to-Speech in
Media Industry
Media AI
News Broadcast
Replacing low-preference
broadcasting news, such
as early morning hours
Emergency Broadcasting
Prepare in case the person
on duty is unable to
broadcast the radio due to
circumstances
Traffic/Meteorology
Broadcasting
Reduce the cost of
news production
using TTS
UnmannedClassical
Radio Station
Broadcast entire show
without a host including
music commentary show

72
Using Text-to-Speech Technology
in the Entertainment Industry
Online Streamers
Online Streamers
With the introduction of TTS, which naturally
reproduces the voices of streamers, they can create
extra income and becomes a new business value.
Media AI

73
Youtube Video Production
High quality narration can be inserted suitable for the video concept
without having to cast a professional voice actor.
Use of Text-to-Speech Technology
in YouTube Video Production / Editing
Production of the Video Write a Script Vocie Generation using TTS Insert Narration in Video

74
Media AI
Natural Language
Processing
Deep Sentence
Classification
Classification
Machine Reading
Comprehension
Word Embedding
Hierarchical
Multiple Dictionary
Scoring
Phonics Assessment
Intent Finder
(AVR)
Natural Language
English Education
Question Answering
Spoken
Dialogue System
Basic
Question Answering
Knowledge based
Question Answering
Deep
Question Answering
Vision Conversation
Speech To Text
Text To Speech
Denoise
Diarization
Voice Filter
Voice
Cognitive
OptimizationAnomaly
Detection

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