Research on Universal Broadcasting at NHK STRL Masahiro Shibata NHK Science & Technology Research Labs. All Rights Reserved, Copyright © NHK Background 2 All Rights Reserved, Copyright © NHK Terminology Universal Broadcasting Broadcasting which can deliver information to everyone including visually or auditorily impaired people, elder people, and foreigners. Accessible Technology Technology to realize universal broadcasting or human-friendly information presentation. 3 All Rights Reserved, Copyright © NHK Objectives of Universal Broadcasting 1. Everyone-equally 2. To deliver information “extensively in Japan” To deliver information to “everyone equally” regardless of impairment/age or language difference Three dimensional “extensiveness” = Universal Broadcasting Two dimensional “extensiveness” 4 All Rights Reserved, Copyright © NHK History of closed caption (CC) and audio description (AD) services Analog broadcasting Oct. 1983 Character multiplex broadcast (test service) Oct. 1984 Closed caption (CC) started. (morning drama “Oshin”) 1982 Audio multiplex broadcast Apr. 1991 Audio description (AD) started. (morning drama “Rinrin-to”) Digital broadcasting ISDB-T standard Any digital receiver has decoders for CC and AD ⇒ Hardware issues solved 5 All Rights Reserved, Copyright © NHK Accessible-service guideline Service guideline set by Japanese government Guideline for CC (set in 1997) Guideline for CC and AD (set in 2007) Target year 2007 2017 Scope Recorded programs All programs from 7AM to 12PM CC 100% Completed AD - Status in 2010 100% 10% (15% for NHK 2 (Ed.)) NHK 1 NHK 2 (Ed.) CC 62.2% 52.5% AD 7.6% 11.2% (percentage per 7AM to 12PM) 6 All Rights Reserved, Copyright © NHK Research on accessible technology Accessible technology for the impaired AD script editor CC by speech recognition CG sign language Multi-modal display Accessible technology for the elderly, foreigners 夏に電力が足りなくなるかもしれ ない問題で、人々の節電への関 心が高くなったため、扇風機が良 く売れています。 質問:「夏に...高くなったため」 の部分はいりますか? 答え:後に同じことが書いてある ので省略しましょう 現在の難しさ 2500 Speech processing for the elderly “Easy Japanese ” for foreigners 7 All Rights Reserved, Copyright © NHK Research on accessible technology for the impaired [Closed Caption (CC) Service] 8 All Rights Reserved, Copyright © NHK Relayed keyboards method Stenographic keyboard method http://www.speed-wp.co.jp/laboratory/ Music programs etc. News show, general news etc. Methods of producing live CC in NHK Direct speech recognition Short news, American baseball, etc. Re-spoken speech recognition Sports, information programs etc. Speech recognition for CC Recognition of Spontaneous speech Non-live CC Hybrid-type Drama, Documentary, etc Current status of NHK 1 With CC R & D Without CC Talk shows, etc. Keyboard Speech rec. Part of general news Music show etc. Short news Re-spoken/Direct Speech rec. Sumo, baseball etc 10 All Rights Reserved, Copyright © NHK Hybrid speech recognition for CC Direct Speech of announcer or reporter Speech rec. CC on-air Error correct text voice Interview Re-speak 1-2 operators Male-female recognition, Auto. dictionary update Recognize speech of announcer and reporter directly, and respoken speech for interview Recognition accuracy of over 95% Higher recognition rate and lower operation cost R&D issue: Spontaneous speech in news show programs Need to overcome unclear or rapid speech and phrasing in speech Recognition accuracy of less than 90% for spontaneous conversations 11 All Rights Reserved, Copyright © NHK Latest CC system by speech recognition for 4 o’clock News Output Mar. 14, 2012〜 Speech recognition Operators for error correction display Research on accessible technology for the impaired [Audio Description (AD) Service] 13 All Rights Reserved, Copyright © NHK AD production Script writer Finished Time-consuming! program Writing AD script Script writer Program director Narrator Program director Narrator Engineer Recording AD voice (in studio) Mixing down to sound track On Air Current AD should be considered as a kind of “special radio drama” and its production is labor intensive. Script writers and narrators have to be highly trained. 14 All Rights Reserved, Copyright © NHK AD script editor Automatically estimated syllable counts Supplemental direction for narrator Input script Script exceeding the estimation is indicated by red Automatically detected periods of voice and silence Detected periods with stage direction Automatically generated script draft Wave form of program sound Current script window Evaluation of the system Time to write script(min) Average of three trials by MS Office Operators 180 160 140 120 100 80 60 40 20 0 (Duration of the program was 15 min) 165 Work time of Experienced AD Writers 101 77 Manual input 手作業 (1人の結果) Without 電子台本なし data of original script With 電子台本アリ data of original script Using ADシステム利用 script editor system 16 All Rights Reserved, Copyright © NHK Evaluation of the system Opinion of Novice Writers • • • The system is useful. Indicating silent portion is convenient. Estimation of syllable count is a good help. Opinion of Experienced Writers • • The system does not help much. AD should be inserted to right positions regardless of the presence of main program voices. This should be done by writers’ skill. Conclusion The system can extend the variation of AD programs without intensively training new writers while AD can be supplied only for very popular programs with the current production style. 17 All Rights Reserved, Copyright © NHK Research on accessible technology for the impaired [Sign Language (SL) Service] 18 All Rights Reserved, Copyright © NHK SL service For deaf people by nature or those who lost hearing in early childhood, sign language is their first language. Sign language service (rather than Closed Caption (CC) ) is requested. Grammar of Japanese Sign Language (JSL) is different from that of the aural Japanese. Difficulty to keep sign language interpreters for regular service Especially for emergency news CG sign language service by automatic translation TV program Translate CC to SL SL CG broadcasting Station Home internet 19 All Rights Reserved, Copyright © NHK Overview of automatic translation system Input Japanese sentence: 私の名前は金子です。 (“My name is Kaneko.”) Japanese - JSL dictionary Convert Japanese sentence into sequence of symbols representing JSL word [ 私, 名前, 金子, 言う, N ] ( I, name, Kaneko, say, nodding ) Generate signing motion for each symbol (including hand and finger motions, facial expressions, and so on). Japanese - JSL corpus Output computer-animated JSL Generate seamless motion transitions between each symbol by using motion interpolation. 20 All Rights Reserved, Copyright © NHK Japanese – JSL CG dictionary system Input Japanese word Confidence measure Found Japanese entry Entries of synonyms Thumbnail image of CG animation Click entry to display CG animation of JSL word 21 All Rights Reserved, Copyright © NHK Evaluation of Japanese-JSL CG dictionary system Readability Naturalness ■Easy to read ■Some part is unreadable but omittable ■Some part is unreadable but not bothering ■Bothering ■Unreadable ■Natural ■Some part is unnatural but omittable ■Some part is unnatural but not bothering ■Strange ■Very unnatural Based on questionnaire survey at Tokyo Federation of Deaf meeting on May 5-6, 2011 22 All Rights Reserved, Copyright © NHK Japanese-JSL CG translation prototype for weather information Screen shot of Japanese-JSL example-based translation prototype. 23 All Rights Reserved, Copyright © NHK Research on accessible technology for the impaired [Multi-modal Display] 24 All Rights Reserved, Copyright © NHK Digital TV receiver for visually impaired •Reading-out menu and other visual information •Magnifying characters on screen •(Braille expression of texts) DTV receiver for visually impaired people Example of data broadcasting screen Visual information and graphical user interface (GUI) are everywhere! PC, TV, smart-phone, remote controller, ticketing machine, ATM, etc But they can be big obstacle for visually impaired people 25 All Rights Reserved, Copyright © NHK Interactive tactile display Two dimensional tactile display + touch position sensor As a GUI device for visually impaired people Hierarchical expression Menu expression by Braille Also applicable for guide terminals in public places such as railway stations, ATMs in the bank. 26 All Rights Reserved, Copyright © NHK Information-barrier-free for visually impaired people Universality for impaired/non-impaired 3D objects Tactile and force feedback 2D graphics (+ GUI) texts Interactive tactile display Voice and Braille 27 All Rights Reserved, Copyright © NHK Research on accessible technology for the elderly 28 All Rights Reserved, Copyright © NHK Aging of the society Aging rate and its speed of Japan is highest in the world. Compensation to auditory and visual ability is social requirement. 40.0 Aging rate (≧65) 35.0 30.0 日本 Japan イタリア Italy ドイツ Germany アメリカ合衆国 U.S.A. 韓国 Korea シンガポール Singapore 25.0 20.0 15.0 10.0 5.0 Redrawn from “Annual Report on the Aging Society: 2009” (by Cabinet Office Japan) 0.0 29 All Rights Reserved, Copyright © NHK Problems in information perception of the elderly Visual information Degraded accommodation function (presbyopia) Low vision Lower sensitivity of bluish color Auditory information Less sensitive to higher tone Difficult to understand speech with high speed Difficult to understand speech under background noise 30 All Rights Reserved, Copyright © NHK Research on accessible technology for the elderly [Speech Rate Conversion] 31 All Rights Reserved, Copyright © NHK Speech rate conversion for the elderly Started research by responding a claim from an elderly person; “Recently, speech on broadcasting is too fast for me to understand” Slow down speech without degrading sound quality TV and radio set with “Slow button” Evaluation experiment 32 All Rights Reserved, Copyright © NHK Speech rate conversion without changing voice pitch Temporal duration of waveform is changed to keep fundamental period ① ② ④ ⑤ ⑥ ⑦ ⑨ ⑩ Faster × × time ① ② ③ ④ ⑤ ⑥ ⑦ ⑧ ⑨ ⑩ Original time stop ① ② ③ ③ ④ ⑤ ⑥ ⑦ ⑧ ⑧ ⑨ ⑩ Slower time ① ② ③ ④ ⑤ ⑥ ⑦ ⑧ ⑨ ⑩ Conventional time Fundamental period is extended and pitch becomes lower 33 All Rights Reserved, Copyright © NHK Speech rate conversion without changing length Original Converted Start is not coincided but… Again it coincides Start is coincided at blue line positions 34 All Rights Reserved, Copyright © NHK Speech rate conversion for visually impaired people Understandable high speed speech Visually impaired people usually understand PC screen by using screen reader ⇒ they want to hear like quick reading of sighted people Important part(speech) Original (n times) Converted (same length) BGM silent speech Make slower Make slower Make this part easier to understand 35 All Rights Reserved, Copyright © NHK time Applications of speech rate conversion Mobile terminal iPhone app. For PC Plug-in for Windows media player For language learning and audio book Variable speed with rip synchronization Variable speech for audio and visual content on the internet DAISY Player for visually impaired people Applicable both to CD player and software ※DAISY:Digital Accessible Information SYstem 36 All Rights Reserved, Copyright © NHK Research on accessible technology for the elderly [Speech Processing] 37 All Rights Reserved, Copyright © NHK Speech processing for the elderly Speech Studio Home Speech enhance (narration etc.) Mixed sounds Background sounds Estimated speech Calculating loudness input & Estimating favorability of mixing balance Mixing balance meter Deriving speech output Loudness control Estimated background sounds Developing as receiver’s functionalities 38 All Rights Reserved, Copyright © NHK Research on accessible technology for foreigners [“Easy Japanese”] 39 All Rights Reserved, Copyright © NHK Research on “Easy Japanese” for foreigners living in Japan Increase of foreigners population Registered foreigners : 1.7% of pop. in 2009. Difficulty of enriching multi-lingual services (Press-release from the ministry of justice) Developing Web news services by “Easy Japanese”:understandable for foreigners in Japan Research issues: ・Establish methods to re-write “Easy Japanese” from news manuscripts in usual Japanese. ・Develop authoring tools for “Easy Japanese” 40 All Rights Reserved, Copyright © NHK An experimental service started on 2nd April 2012 http://www3.nhk.or.jp/news/easy/ Uses short sentences and easy words All Kanji characters have Furigana (phonetic characters) Underlined words have dictionary explanation 41 All Rights Reserved, Copyright © NHK Authoring tool for “Easy Japanese” Rewriting is done by a team of a Japanese language teacher and a reporter. The tool assists the team work. Authoring tool can measure the text difficulty and show it in index figures and color. 42 All Rights Reserved, Copyright © NHK Other aspects of accessibility for broadcasting [Emergency Warning Broadcasting System (EWBS)] 43 All Rights Reserved, Copyright © NHK What is EWBS ? Remote activation of Radio and TV receivers ready for EWBS AM, FM Radio and TV : Control signal and Alert Sound Digital TV Broadcasting “ISDB-T” : EWBS Control (Activation Flag) In Japan, EWBS has been operated since September 1985. EWBS on ISDB-T has been operated since December 2003. EWBS test signals are monthly broadcast in Japan. Automatic Activation Meteorological Agency 44 Broadcasting Station Transmitter All Rights Reserved, Copyright © NHK Broadcasting Service Area Mechanism of EWBS for transmitting EWBS signal sent by on air signal start signal ; switches on receivers end signal ; turns off receivers Analog system for Radio &TV ; 640Hz & 1024Hz frequency Digital system TV ; digital data as flag on ISDB-T 45 All Rights Reserved, Copyright © NHK Functions of EWBS in disaster relief 1. Gathering/receiving disaster information from authorized organizations 2. Delivering disaster information to the public general Advantages of EWBS 1. Always connected to everybody, send signal ASAP There are no congestions like telephone lines 2. Most cost efficient system One way “Delivery” system is enough. (No two-way radio communication system is required.) 46 All Rights Reserved, Copyright © NHK Towards/beyond Universal Broadcasting 47 All Rights Reserved, Copyright © NHK service /functionality Towards Universal Broadcasting To support variety of services/functionalities: Hybridcast ® (a platform of collaboration of broadcasting and communication) Audio description Closed caption Sign language media Broadcasting Speech rate conversion Read-out …. 48 All Rights Reserved, Copyright © NHK Concept of Hybridcast ® ® Broadcasting media (Simultaneous, High quality, Trustworthy) Enriched services Program Hybridcast ® receiver Communication media Broadcaster Service provider (Applicable to personal request) Internet service Program-related inf. (Cooperation with broadcasting) Demand, SNS input Synchronization of various information DRM technology 49 All Rights Reserved, Copyright © NHK Coop. with mobile term. Towards Universal Broadcasting Accessible technology for the impaired Technology for viewer adaptation Broadcaster Content provider AD script editor CC by speech recognition CG sign language Multi-modal display Accessible technology for the elderly, foreigners 夏に電力が足りなくなるかもしれ ない問題で、人々の節電への関 心が高くなったため、扇風機が良 く売れています。 質問:「夏に...高くなったため」 の部分はいりますか? 答え:後に同じことが書いてある ので省略しましょう 現在の難しさ 2500 Speech processing for the elderly “Easy Japanese ” for foreigners 50 All Rights Reserved, Copyright © NHK Context-aware •Content provision •AV signal adaptation Context Who? Demand? Interest? Situation? service /functionality Beyond Universal Broadcasting Universal media services ⇒Society free from information barrier Audio description Closed caption Sign language media DVD Broadcasting Mobile Web, VOD, BB Speech rate conversion Read-out … For media-independent data sharing: Standardization (ITU, SMPTE, W3C, etc.) 51 All Rights Reserved, Copyright © NHK Closing remarks Introduced researches on accessible technologies Technologies for impaired people Technologies for the elderly, foreigners Other aspects of accessibility for broadcasting In order to realize the society free from information barrier Towards Universal Broadcasting Based on accessible technologies Hybridcast ® as a platform Viewer adaptation Beyond Universal Broadcasting Expansion to other media 52 All Rights Reserved, Copyright © NHK Thank you very much!! 53 All Rights Reserved, Copyright © NHK