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Search with Sign Language
Google Sign
project 1: search redesigned
Melanie wells | wi 2023 | des 371b
Background
project 1: search redesigned
Melanie wells | wi 2023 | des 371b
Those with hearing impairments, who use a sign language
as their primary language, experience language barriers
and challenges when using text-based search.
Melanie wells | wi 2023 | des 371b
project 1: search redesigned
Problem
In other words, for signers, using text is like communicating
in an entirely different language, and creates frustrating
barriers to natural, intuitive articulation.
Melanie wells | wi 2023 | des 371b
project 1: search redesigned
Problem
“Many deaf people don’t see
themselves as disabled,
they see themselves as a
cultural linguistic minority.”
Melanie wells | wi 2023 | des 371b
project 1: search redesigned
“Sign languages are not simple
gestural codes based on spoken
language. They are four-
dimensional spatial languages that
do not have a written form, their
grammar and syntax are very
different from spoken languages.”
“The primary language of a
country, spoken language, is
for many deaf people their
second language — you can
compare deaf readers with
second language readers.”
Marie van Driessche, “Inclusive Design: Designing for Deaf People Helps Everyone”
Recent technological advancements in sign language video
translation have exposed an opportunity to make search more
accessible and intuitive by enabling gestural, video-based input.
Melanie wells | wi 2023 | des 371b
project 1: search redesigned
Opportunity
How might we design an intuitive, fun, and effective search
experience based on gestures to...
Melanie wells | wi 2023 | des 371b
project 1: search redesigned
Opportunity
...provide relief from the constraints of text-by-default search?

...unlock signers’ more intuitive modes of articulation?

...bring joy to the experience of searching with sign?
Organize the world’s information
and make it universally
accessible and useful.
Improve accessibility and intuitiveness
of the search experience for those who
are deaf or hearing impaired.
Melanie wells | wi 2023 | des 371b
project 1: search redesigned
Mission Value Proposition
Live Query Translation

Sign Visualization

Multi-Modal Modification

Device Interoperability

Melanie wells | wi 2023 | des 371b
project 1: search redesigned
Core Functionality
Gesture with Wearable

Widget with Live Camera

[Gesture with IoT] *TBD

[In-Video Plugin] *TBD

Initiatition
project 1: search redesigned
Melanie wells | wi 2023 | des 371b
Prototypes
Google Sign
project 1: search redesigned
*Signs are for placement purposes only and
don’t reflect true translations

**Sign gifs by roxana Goncerzewicz; next step
for me is to design these myself, adhering to
google visual design principles
Melanie wells | wi 2023 | des 371b
Tablet & Watch
project 1: search redesigned
Melanie wells | wi 2023 | des 371b
iOS Widget
*Signs are for placement purposes only and
don’t reflect true translations

**Sign gifs by roxana Goncerzewicz; next step
for me is to design these myself, adhering to
google visual design principles
project 1: search redesigned
Melanie wells | wi 2023 | des 371b
Primary inputs, outputs, and
visual feedback are sign first,
supported by other modes.
Gesture and interact across
integrated devices, making 

sign a touch, tap, or wave away.
Composing and modifying
queries is fun, responsive,
and engaging.
Sign First Seamless Magical
project 1: search redesigned
Melanie wells | wi 2023 | des 371b
Process
project 1: search redesigned
Melanie wells | wi 2023 | des 371b
Hypothesis How might we redesign search for sign language input, given recent technological advances in sign language video
retrieval and machine learning?
Google’s mission is to “organize the world’s information and make it universally accessible and useful” — however
accessibility features for the deaf community, including search by live/recorded sign language input, have been largely
unexplored and/or implemented.
Sign-based search would allow the deaf community to overcome the language barrier that exists with strictly text-based
input and return more accurate search results, improving Google’s core mission for accessibility in search.
Mission Statement
Value Proposition
UX Pillars
Attributes
Personalized

Content results are adapted to viewers
Meaningful

Build connections
Family-Friendly

Inspire the kid-at-heart
Inclusive

Friendly

Curious
Minimalist

Organized

Refined
Intuitive

Responsive

Adapible
behavior Appearance
Voice & tone
Framework
project 1: search redesigned
Melanie wells | wi 2023 | des 371b
Considerations
Input Types
Live video-to-text translation, multi-modal annotation, phraseology and word organization visualization, multi-modal query
supplement/modification
How is search initiated? Search bar? Video call? Video content?

How can UI design help approach pain points around language barriers and language structure differences?

What are other relevant use cases that might inform the design specifically for the deaf community?

How might UI design approach the pain points found in language barriers?

How might additional modes of input supplement or modify search queries for more accurate results?
PRIMARY: Live or recorded video

SECONDARY:Text and audio (and perhaps still image)
UI Concept
Questions
Pros & Cons
Challenges with working directly with
deaf community
Novel

Relevant

Based on Study User Needs
Pros Cons
project 1: search redesigned
Melanie wells | wi 2023 | des 371b
Wireframes
Search
Translate Text Homework Shop
Google Lens
Retake
Thai
Green Lake.
restaurants
town
near
Search
Translate Text Homework Shop Search
Translate Text Homework Shop
Google Lens Google Lens
Concept #1
Live video-to-text translation
with phraseology
Search
Translate Text Homework Shop
Google Lens
Retake
Thai
Green Lake.
restaurants
town
near
Thai restaurants near Green Lake
project 1: search redesigned
Melanie wells | wi 2023 | des 371b
Wireframes
00:03 00:03 00:03 00:03
Concept #2
Multi-modal annotation with
video scrubbing
Search
Translate Text Homework Shop Search
Translate Text Homework Shop Search
Translate Text Homework Shop
Search
Translate Text Homework Shop
Google Lens Google Lens Google Lens
Google Lens
Retake
Thai
Green Lake.
restaurants
town
near
Retake
Thai
Green Lake.
restaurants
town
near Thai
Green Lake.
cafés town
near
“cafés” Retake
project 1: search redesigned
Melanie wells | wi 2023 | des 371b
Wireframes
Concept #3
Multi-modal query modification
post-return
Results Results
Best Match Best Match
Apps Apps
Other Section Other Section
Thai
Green Lake.
cafés town
near Thai
Green Lake.
cafés town
near
Search
Translate Text Homework Shop
Google Lens
one mile
Search
Translate Text Homework Shop
Google Lens
Retake
Replace with
?
near
one mile from
Melanie wells | wi 2023 | des 371b
simple | playful | systematic
Universally Useful
Melanie wells | wi 2023 | des 371b
informative | clean | sophisticated
Elegant Technicality
Melanie wells | wi 2023 | des 371b
saturated | textural | Dark
Moody & Rich
project 1: search redesigned
Melanie wells | wi 2023 | des 371b
Original Storyboard
project 1: search redesigned
Melanie wells | wi 2023 | des 371b
LoFi Prototype
project 1: search redesigned
Melanie wells | wi 2023 | des 371b
Demo Storyboard
project 1: search redesigned
Melanie wells | wi 2023 | des 371b
Previous Concepts/Storyboards
Proposal 3: disney+ multi-modal search
10 Melanie wells | wi 2023 | des 371b
Input Types
Visual-forward, interactive UI that responds to the searcher
Characters, style, time period, collection, mood/feeling
UI Concept
Pros & Cons
Challenge on smartTV/console UI
Well-Known Existing Platform

Fun Content

Room to Improve!
Pros Cons
Considerations
Storyboard
Proposal 3: disney+ multi-modal search
9 Melanie wells | wi 2023 | des 371b
Framework
Proposal 3: disney+ multi-modal search
8 Melanie wells | wi 2023 | des 371b
Hypothesis How might we redesign search for multi-modal input to enhance the experience of searching for movies, shows, and
documentaries on the platform Disney+?
Disney+ is the home for streaming all Disney, Pixar, Marvel, Star Wars, and National Geographic content — its parent
company Disney, is a world-renown entertainment company driven to entertain, inform and inspire through storytelling.
Multi-modal search that taps into memory, nostalgia, connection to story, and characters will help viewers more deeply
connect to the content they watch, and build new memories with those they watch it with.
Mission Statement
Value Proposition
UX Pillars
Attributes
Personalized

Content results are adapted to viewers
Meaningful

Build connections
Family-Friendly

Inspire the kid-at-heart
Friendly

Inspiring

Inclusive
Immersive

Active

Rich


Fun

Intuitive

Inspirational
behavior Appearance
Voice & tone
Proposal 2: google scholar additive search
7 Melanie wells | wi 2023 | des 371b
Input Types
Search “tray” that collects relevant inputs that combine to characterize the qualities of desired results. Results become inputs.
Documents, people, text, image, audio
UI Concept
Pros & Cons
Searchable content is text-based, which
makes moving away from text hard
Highly Relevant

Opportunity to Improve

Well-Known Existing Platform
Pros Cons
Considerations
Storyboard
Proposal 2: google scholar additive search
6 Melanie wells | wi 2023 | des 371b
Framework
Proposal 2: google scholar additive search
5 Melanie wells | wi 2023 | des 371b
Hypothesis How might we redesign search for multi-modal input to enhance the experience of finding relevant information
in scholarly literature on Google Scholar?
Google Scholar is the leading platform to help people find relevant scholarly work from a variety of disciplines and
sources. Intuitive multi-modal search will better meet searchers’ goals and build the capabilities of the platform.
Searching for relevant information in scholarly literature is both a divergent and convergent activity. An additive search
experience would allow searchers to collect a variety of inputs that combine to characterize desired results, leading to
more relevant, yet unique, informational results that enhance the depth of their research.
Concise, yet Detailed

Provide only what is helpful
Connective

Draw helpful, unexpected connections
Accessible

Works for searchers of all types
Mission Statement
Value Proposition
UX Pillars
Attributes
Informative

Scholarly

Helpful

Clean

Organized

Playful
Intuitive

Responsive

Flexible
behavior Appearance
Voice & tone
Considerations
Input Types
Sensory search based on literal or analogous characteristics of recipes/food/ingredients to return search results.
How might we initiate search from a photo or memory?

How can we make transitions between modes or input types feel natural? 

How do we account for different perceptions of senses/thoughts/feelings?

How can we solve the issues of constrictive “natural” language inputs? 

What feedback does the user see to let them know they can/can’t do something?

What feedback does the user see to let them know the system understands and is working, or not?

How to include concept of AI search for what and how? (“Tell me about Italy in the style of a rap song”)
Literal or analogous: visuals, sound, smell, taste, and feel (physical and emotional)
UI Concept
Questions
Pros & Cons
Proposal 1: America’s test kitchen experiential recipe search
4 Melanie wells | wi 2023 | des 371b
Very abstract
Novel

Relevant

Human Connection
Pros Cons
Storyboard
Proposal 1: America’s test kitchen experiential recipe search
3 Melanie wells | wi 2023 | des 371b
Framework
Hypothesis How might we redesign search for multi-modal input in order to make recipe finding more engaging, inspiring, and experiential
on America’sTest Kitchen’s digital platform?
America’sTest Kitchen investigates the fundamental principles of of cooking and shares techniques, tools, and ingredients to
“help curious cooks become confident cooks.
” A more experiential search to searching for recipes will enhance their audience’s
connection with the foods they prepare.
Cooking and enjoying food are such sensory experiences, and are points of connection to our memories and to others people. A
more sensory experience of searching for recipes will enhance this connection, as well as build new ones.
Sensory

Put the human senses first
Inspiring

Encourage exploration
Meaningful

Deepen connections
Informative / Curious

Friendly 

Encouraging

Authentic

Warm

Bold

Customizable

Responsive

Exploratory
Mission Statement
Value Proposition
UX Pillars
Attributes
Proposal 1: America’s test kitchen experiential recipe search
behavior Appearance
Voice & tone
2 Melanie wells | wi 2023 | des 371b
project 1: search redesigned
Melanie wells | wi 2023 | des 371b
Thank you.

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Google Sign Case Study Deck

  • 1. Search with Sign Language Google Sign project 1: search redesigned Melanie wells | wi 2023 | des 371b
  • 2. Background project 1: search redesigned Melanie wells | wi 2023 | des 371b
  • 3. Those with hearing impairments, who use a sign language as their primary language, experience language barriers and challenges when using text-based search. Melanie wells | wi 2023 | des 371b project 1: search redesigned Problem
  • 4. In other words, for signers, using text is like communicating in an entirely different language, and creates frustrating barriers to natural, intuitive articulation. Melanie wells | wi 2023 | des 371b project 1: search redesigned Problem
  • 5. “Many deaf people don’t see themselves as disabled, they see themselves as a cultural linguistic minority.” Melanie wells | wi 2023 | des 371b project 1: search redesigned “Sign languages are not simple gestural codes based on spoken language. They are four- dimensional spatial languages that do not have a written form, their grammar and syntax are very different from spoken languages.” “The primary language of a country, spoken language, is for many deaf people their second language — you can compare deaf readers with second language readers.” Marie van Driessche, “Inclusive Design: Designing for Deaf People Helps Everyone”
  • 6. Recent technological advancements in sign language video translation have exposed an opportunity to make search more accessible and intuitive by enabling gestural, video-based input. Melanie wells | wi 2023 | des 371b project 1: search redesigned Opportunity
  • 7. How might we design an intuitive, fun, and effective search experience based on gestures to... Melanie wells | wi 2023 | des 371b project 1: search redesigned Opportunity ...provide relief from the constraints of text-by-default search? ...unlock signers’ more intuitive modes of articulation? ...bring joy to the experience of searching with sign?
  • 8. Organize the world’s information and make it universally accessible and useful. Improve accessibility and intuitiveness of the search experience for those who are deaf or hearing impaired. Melanie wells | wi 2023 | des 371b project 1: search redesigned Mission Value Proposition
  • 9. Live Query Translation Sign Visualization Multi-Modal Modification Device Interoperability Melanie wells | wi 2023 | des 371b project 1: search redesigned Core Functionality Gesture with Wearable Widget with Live Camera [Gesture with IoT] *TBD [In-Video Plugin] *TBD Initiatition
  • 10. project 1: search redesigned Melanie wells | wi 2023 | des 371b Prototypes
  • 11.
  • 12.
  • 13.
  • 15. project 1: search redesigned *Signs are for placement purposes only and don’t reflect true translations **Sign gifs by roxana Goncerzewicz; next step for me is to design these myself, adhering to google visual design principles Melanie wells | wi 2023 | des 371b Tablet & Watch
  • 16. project 1: search redesigned Melanie wells | wi 2023 | des 371b iOS Widget *Signs are for placement purposes only and don’t reflect true translations **Sign gifs by roxana Goncerzewicz; next step for me is to design these myself, adhering to google visual design principles
  • 17.
  • 18. project 1: search redesigned Melanie wells | wi 2023 | des 371b Primary inputs, outputs, and visual feedback are sign first, supported by other modes. Gesture and interact across integrated devices, making 
 sign a touch, tap, or wave away. Composing and modifying queries is fun, responsive, and engaging. Sign First Seamless Magical
  • 19. project 1: search redesigned Melanie wells | wi 2023 | des 371b Process
  • 20. project 1: search redesigned Melanie wells | wi 2023 | des 371b Hypothesis How might we redesign search for sign language input, given recent technological advances in sign language video retrieval and machine learning? Google’s mission is to “organize the world’s information and make it universally accessible and useful” — however accessibility features for the deaf community, including search by live/recorded sign language input, have been largely unexplored and/or implemented. Sign-based search would allow the deaf community to overcome the language barrier that exists with strictly text-based input and return more accurate search results, improving Google’s core mission for accessibility in search. Mission Statement Value Proposition UX Pillars Attributes Personalized Content results are adapted to viewers Meaningful Build connections Family-Friendly Inspire the kid-at-heart Inclusive Friendly Curious Minimalist Organized Refined Intuitive Responsive Adapible behavior Appearance Voice & tone Framework
  • 21. project 1: search redesigned Melanie wells | wi 2023 | des 371b Considerations Input Types Live video-to-text translation, multi-modal annotation, phraseology and word organization visualization, multi-modal query supplement/modification How is search initiated? Search bar? Video call? Video content? How can UI design help approach pain points around language barriers and language structure differences? What are other relevant use cases that might inform the design specifically for the deaf community? How might UI design approach the pain points found in language barriers? How might additional modes of input supplement or modify search queries for more accurate results? PRIMARY: Live or recorded video
 SECONDARY:Text and audio (and perhaps still image) UI Concept Questions Pros & Cons Challenges with working directly with deaf community Novel Relevant Based on Study User Needs Pros Cons
  • 22. project 1: search redesigned Melanie wells | wi 2023 | des 371b Wireframes Search Translate Text Homework Shop Google Lens Retake Thai Green Lake. restaurants town near Search Translate Text Homework Shop Search Translate Text Homework Shop Google Lens Google Lens Concept #1 Live video-to-text translation with phraseology Search Translate Text Homework Shop Google Lens Retake Thai Green Lake. restaurants town near Thai restaurants near Green Lake
  • 23. project 1: search redesigned Melanie wells | wi 2023 | des 371b Wireframes 00:03 00:03 00:03 00:03 Concept #2 Multi-modal annotation with video scrubbing Search Translate Text Homework Shop Search Translate Text Homework Shop Search Translate Text Homework Shop Search Translate Text Homework Shop Google Lens Google Lens Google Lens Google Lens Retake Thai Green Lake. restaurants town near Retake Thai Green Lake. restaurants town near Thai Green Lake. cafés town near “cafés” Retake
  • 24. project 1: search redesigned Melanie wells | wi 2023 | des 371b Wireframes Concept #3 Multi-modal query modification post-return Results Results Best Match Best Match Apps Apps Other Section Other Section Thai Green Lake. cafés town near Thai Green Lake. cafés town near Search Translate Text Homework Shop Google Lens one mile Search Translate Text Homework Shop Google Lens Retake Replace with ? near one mile from
  • 25. Melanie wells | wi 2023 | des 371b simple | playful | systematic Universally Useful
  • 26. Melanie wells | wi 2023 | des 371b informative | clean | sophisticated Elegant Technicality
  • 27. Melanie wells | wi 2023 | des 371b saturated | textural | Dark Moody & Rich
  • 28. project 1: search redesigned Melanie wells | wi 2023 | des 371b Original Storyboard
  • 29. project 1: search redesigned Melanie wells | wi 2023 | des 371b LoFi Prototype
  • 30. project 1: search redesigned Melanie wells | wi 2023 | des 371b Demo Storyboard
  • 31. project 1: search redesigned Melanie wells | wi 2023 | des 371b Previous Concepts/Storyboards Proposal 3: disney+ multi-modal search 10 Melanie wells | wi 2023 | des 371b Input Types Visual-forward, interactive UI that responds to the searcher Characters, style, time period, collection, mood/feeling UI Concept Pros & Cons Challenge on smartTV/console UI Well-Known Existing Platform Fun Content Room to Improve! Pros Cons Considerations Storyboard Proposal 3: disney+ multi-modal search 9 Melanie wells | wi 2023 | des 371b Framework Proposal 3: disney+ multi-modal search 8 Melanie wells | wi 2023 | des 371b Hypothesis How might we redesign search for multi-modal input to enhance the experience of searching for movies, shows, and documentaries on the platform Disney+? Disney+ is the home for streaming all Disney, Pixar, Marvel, Star Wars, and National Geographic content — its parent company Disney, is a world-renown entertainment company driven to entertain, inform and inspire through storytelling. Multi-modal search that taps into memory, nostalgia, connection to story, and characters will help viewers more deeply connect to the content they watch, and build new memories with those they watch it with. Mission Statement Value Proposition UX Pillars Attributes Personalized Content results are adapted to viewers Meaningful Build connections Family-Friendly Inspire the kid-at-heart Friendly Inspiring Inclusive Immersive Active Rich Fun Intuitive Inspirational behavior Appearance Voice & tone Proposal 2: google scholar additive search 7 Melanie wells | wi 2023 | des 371b Input Types Search “tray” that collects relevant inputs that combine to characterize the qualities of desired results. Results become inputs. Documents, people, text, image, audio UI Concept Pros & Cons Searchable content is text-based, which makes moving away from text hard Highly Relevant Opportunity to Improve Well-Known Existing Platform Pros Cons Considerations Storyboard Proposal 2: google scholar additive search 6 Melanie wells | wi 2023 | des 371b Framework Proposal 2: google scholar additive search 5 Melanie wells | wi 2023 | des 371b Hypothesis How might we redesign search for multi-modal input to enhance the experience of finding relevant information in scholarly literature on Google Scholar? Google Scholar is the leading platform to help people find relevant scholarly work from a variety of disciplines and sources. Intuitive multi-modal search will better meet searchers’ goals and build the capabilities of the platform. Searching for relevant information in scholarly literature is both a divergent and convergent activity. An additive search experience would allow searchers to collect a variety of inputs that combine to characterize desired results, leading to more relevant, yet unique, informational results that enhance the depth of their research. Concise, yet Detailed Provide only what is helpful Connective Draw helpful, unexpected connections Accessible Works for searchers of all types Mission Statement Value Proposition UX Pillars Attributes Informative Scholarly Helpful Clean Organized Playful Intuitive Responsive Flexible behavior Appearance Voice & tone Considerations Input Types Sensory search based on literal or analogous characteristics of recipes/food/ingredients to return search results. How might we initiate search from a photo or memory? How can we make transitions between modes or input types feel natural? How do we account for different perceptions of senses/thoughts/feelings? How can we solve the issues of constrictive “natural” language inputs? What feedback does the user see to let them know they can/can’t do something? What feedback does the user see to let them know the system understands and is working, or not? How to include concept of AI search for what and how? (“Tell me about Italy in the style of a rap song”) Literal or analogous: visuals, sound, smell, taste, and feel (physical and emotional) UI Concept Questions Pros & Cons Proposal 1: America’s test kitchen experiential recipe search 4 Melanie wells | wi 2023 | des 371b Very abstract Novel Relevant Human Connection Pros Cons Storyboard Proposal 1: America’s test kitchen experiential recipe search 3 Melanie wells | wi 2023 | des 371b Framework Hypothesis How might we redesign search for multi-modal input in order to make recipe finding more engaging, inspiring, and experiential on America’sTest Kitchen’s digital platform? America’sTest Kitchen investigates the fundamental principles of of cooking and shares techniques, tools, and ingredients to “help curious cooks become confident cooks. ” A more experiential search to searching for recipes will enhance their audience’s connection with the foods they prepare. Cooking and enjoying food are such sensory experiences, and are points of connection to our memories and to others people. A more sensory experience of searching for recipes will enhance this connection, as well as build new ones. Sensory Put the human senses first Inspiring Encourage exploration Meaningful Deepen connections Informative / Curious Friendly Encouraging Authentic Warm Bold Customizable Responsive Exploratory Mission Statement Value Proposition UX Pillars Attributes Proposal 1: America’s test kitchen experiential recipe search behavior Appearance Voice & tone 2 Melanie wells | wi 2023 | des 371b
  • 32. project 1: search redesigned Melanie wells | wi 2023 | des 371b Thank you.