Siri, Cortana, Alexa - voice recognition is going mainstream. What does this technology mean for your business? How does speech fit with the internet of things, with virtual agents, or in the enterprise space? Crispin Reedy, a voice interaction designer with over 10 years of experience, and the president of the Association for Voice Interaction Design, will review the current state of speech recognition and natural language technologies, discuss how they fit in the emerging landscape of distributed devices, and discuss techniques and methods to evaluate these interfaces.
jarvis is a concept to easy life. it is future. it's just a life assistant which makes life easier.it is technically a smart speech recognition system.
it is use by the tony stark in iron man movies
inspired by iron man......:P
As a data science Intern at Leapcheck Services private limited, I have developed a naive chatbot using sequence to sequence model by LSTM of RNN. Sharing the tutorial which I made explicitly for the deep learning enthusiasts to
provide them a basic insight on how chatbot can be developed with the help of recurrent neural network.
Complete power point presentation on SPEECH RECOGNITION TECHNOLOGY.
Very helpful for final year students for their seminar.
One can use this presentation as their final year seminar.
Speech Recognition is a very interesting topic for seminar.
jarvis is a concept to easy life. it is future. it's just a life assistant which makes life easier.it is technically a smart speech recognition system.
it is use by the tony stark in iron man movies
inspired by iron man......:P
As a data science Intern at Leapcheck Services private limited, I have developed a naive chatbot using sequence to sequence model by LSTM of RNN. Sharing the tutorial which I made explicitly for the deep learning enthusiasts to
provide them a basic insight on how chatbot can be developed with the help of recurrent neural network.
Complete power point presentation on SPEECH RECOGNITION TECHNOLOGY.
Very helpful for final year students for their seminar.
One can use this presentation as their final year seminar.
Speech Recognition is a very interesting topic for seminar.
Artificial Intelligence - It's meaning, uses, past and future.
Artificial intelligence is intelligence demonstrated by machines, as opposed to the natural intelligence displayed by animals including humans
Rise of Artificial Intelligence
What is the history of AI, The application, its pros and cons, how would be the future, AI limitations, Threat to humans, Advancements and conclusion.
No one can now deny the importance of artificial intelligence. When we wake up in the morning and until we go to our bed at night, we use AI.
Various applications can be seen of AI for eg. we use language translation, google maps, speech recognition, self-driven cars and many more.
See full presentation to explore more.
Artificial Intelligence Robotics (AI) PPT by Aamir Saleem AnsariTech
Artificial intelligence (AI) is the intelligence exhibited by machines. In computer science, an ideal "intelligent" machine is a flexible rational agent that perceives its environment and takes actions that maximize its chance of success at an arbitrary goal.Colloquially, the term "artificial intelligence" is likely to be applied when a machine uses cutting-edge techniques to competently perform or mimic "cognitive" functions that we intuitively associate with human minds, such as "learning" and "problem solving".The colloquial connotation, especially among the public, associates artificial intelligence with machines that are "cutting-edge" (or even "mysterious"). This subjective borderline around what constitutes "artificial intelligence" tends to shrink over time; for example, optical character recognition is no longer perceived as an exemplar of "artificial intelligence" as it is nowadays a mundane routine technology.Modern examples of AI include computers that can beat professional players at Chess and Go, and self-driving cars that navigate crowded city streets.
AI research is highly technical and specialized, and is deeply divided into subfields that often fail to communicate with each other. Some of the division is due to social and cultural factors: subfields have grown up around particular institutions and the work of individual researchers. AI research is also divided by several technical issues. Some subfields focus on the solution of specific problems. Others focus on one of several possible approaches or on the use of a particular tool or towards the accomplishment of particular applications.
Artificial Intelligence - It's meaning, uses, past and future.
Artificial intelligence is intelligence demonstrated by machines, as opposed to the natural intelligence displayed by animals including humans
Rise of Artificial Intelligence
What is the history of AI, The application, its pros and cons, how would be the future, AI limitations, Threat to humans, Advancements and conclusion.
No one can now deny the importance of artificial intelligence. When we wake up in the morning and until we go to our bed at night, we use AI.
Various applications can be seen of AI for eg. we use language translation, google maps, speech recognition, self-driven cars and many more.
See full presentation to explore more.
Artificial Intelligence Robotics (AI) PPT by Aamir Saleem AnsariTech
Artificial intelligence (AI) is the intelligence exhibited by machines. In computer science, an ideal "intelligent" machine is a flexible rational agent that perceives its environment and takes actions that maximize its chance of success at an arbitrary goal.Colloquially, the term "artificial intelligence" is likely to be applied when a machine uses cutting-edge techniques to competently perform or mimic "cognitive" functions that we intuitively associate with human minds, such as "learning" and "problem solving".The colloquial connotation, especially among the public, associates artificial intelligence with machines that are "cutting-edge" (or even "mysterious"). This subjective borderline around what constitutes "artificial intelligence" tends to shrink over time; for example, optical character recognition is no longer perceived as an exemplar of "artificial intelligence" as it is nowadays a mundane routine technology.Modern examples of AI include computers that can beat professional players at Chess and Go, and self-driving cars that navigate crowded city streets.
AI research is highly technical and specialized, and is deeply divided into subfields that often fail to communicate with each other. Some of the division is due to social and cultural factors: subfields have grown up around particular institutions and the work of individual researchers. AI research is also divided by several technical issues. Some subfields focus on the solution of specific problems. Others focus on one of several possible approaches or on the use of a particular tool or towards the accomplishment of particular applications.
Evangelizing and Designing Voice User Interface: Adopting VUI in a GUI worldStephen Gay
Evangelizing and designing voice user interface in an organization with a long GUI-only history.
Apple’s Siri and Google Now have ignited consumers’ interest in voice user interface (VUI) by delivering valuable and delightful customer experiences. Innovative companies can leverage VUI solutions to create a competitive advantage. But how do you drive the adoption of VUI in an organization with a long GUI-only history? We'll share the frameworks we used to evangelize VUI, offer key insights and design principles to help you start your own grassroots VUI movement, and provide best practices and a VUI brainstorming canvas.
This report categorizes and graphically analyzes NFC technologies and applications from various perspectives and highlights the key companies involved.
This report looks at the patenting activity around voice control of mobile devices and also captures key litigations and NPE’s operating in this area. Patents were categorized as per key algorithms and application areas and analyzed for generating different trends within PatSeer Project.
This report takes a look into the patenting activity around thin film batteries uncovering the inventors, the companies and key technologies.This report focuses on how Patent data can help uncover the trends, gaps and opportunities that exist around this area. You will find the information on the research activity, existing & emerging trends in the different technological advancements in thin film batteries.This report was prepared by mining patent data using Patent iNSIGHT Pro, a comprehensive patent analysis platform that helps one accelerate time-to-decision from patent analysis activities.
Voice Interfaces Usergroup Berlin - 05-10-2016 : Kay Lerch on Morse-Coder skillKay Lerch
This was an introduction of the Morse-Coder skill for Amazon Alexa given to the audience of Berlin's Usergroup for Voice interfaces at Kajak. This skill covers most of the features of ASK - from Appcards to Audio-SSML. It also is a good source to understand working with two new Java SDKs dedicated to Alexa skill development - Tellask SDK and States SDK.
Who's Using Our Product? A Story of Enterprise UX ResearchUXPA International
In the world of continuous improvement, there is a concept called ‘gemba’ – or the personal observation of real work happening in its real place. Within the oft-maligned enterprise software design space, accessing actual end-users can be extremely difficult... figuring out who's using our product can be seemingly impossible!
As a user researcher, how do you gain an understanding of the current product and inform future design decisions? How do you navigate your way to meaningful insights?
Within our own user research team at Intralinks, we have been figuring out ways to unlock access to the end-users of our enterprise file-sharing product. It has proved far more challenging than we expected.
Here we aim to go beyond a list of cliché lessons by sharing our practical and tactical steps to: identifying customer ‘ownership,’ gaining access to customer information, gauging customer temperament, accounting for product strategy, accelerating learning, and more.
UXPA 2016 - Using UX Skills to Shape Your CareerAmanda Stockwell
These are the slides from Amanda Stockwell's 2016 UXPA workshop, "Using UX Skills to Shape Your Career."
This presentation covered the unique challenges that UX professionals face when crafting their career path and finding roles that are both appropriate fits for their existing skillsets and offer opportunities to grow. It helps the attendees understand UX career options and craft their work samples and personal interactions to maximize their chances for success, whatever that looks like to them. Participants will learn to use the core concepts they utilize for their project work to how they present themselves and their work.
We covered:
The varying career paths within UX and definitions of success
Information on what employers are looking for in UX professionals
Ways to utilize existing UX skills to illustrate strengths and articulate value within a work environment or to potential employers
Tips to improve work samples to demonstrate expertise
This presentation will approach the unique challenges that UX professionals face when crafting their career path and finding roles that are both appropriate fits for their existing skillsets and offer opportunities to grow. It will help the attendees understand UX career options and help them craft their work samples and personal interactions to maximize their chances for success, whatever that looks like to them. Participants will learn to use the core concepts they utilize for their project work to how they present themselves and their work.
I’ll cover:
The varying career paths within UX and definitions of success
Information on what employers are looking for in UX professionals
Ways to utilize existing UX skills to illustrate strengths and articulate value within a work environment or to potential employers
Tips to improve work samples to demonstrate expertise
Methods to present and brands oneself
What can social psychology teach us about (better) UX research?UXPA International
Social psychologists experiment on people, and carefully consider how small changes to situations can elicit huge changes in behaviour. Sound familiar? By drawing upon social psychology research techniques, UX research can go from merely good to methodologically unassailable. I spent six years getting a PhD, but session attendees will learn how to approach UX like social psychologists in just sixty minutes.
The first part of the session will focus on tips for crafting more effective user research experiences. In the second part of the session, you will learn some tricks that can help you make sense of the many contradictions between what you expect users to do, what they actually do, and what they say.
In this session, you also will have the opportunity to participate in on-the-spot psychology experiments (electric shocks optional).
UX Research within an Agile Design and Development Sprint CycleUXPA International
Want to know how to deliver high-value, strategic research insights within a lean sprint process? Learn a quick, useful, and inexpensive process for incorporating user research & usability into Agile Design & Development sprint cycles. We will share a case study that demonstrates how it works and how we work together (research + UX design + dev).
Some of the topics we'll cover:
User Research on a slim budget & tight timeline
Planning research while still designing (what, when, how)
Rapid prototyping to support usability testing
The Post-Testing debrief (meeting with core team to discuss observations & agree on next steps for design and development)
Design iteration based on testing observations (not based on a lengthy expensive report)
Design Jams! How to run creative sessions with the people who use your product.UXPA International
Getting your users together for a collaborative design sprint can provide a wealth of insight into their needs and goals, help you understand their mental model, and bring fresh ideas to your product. Based on the format of Google Venture’s 5-day design sprint, Melinda conducts 2-hour mini design jams with product users. By the end of this session you’ll have an end-to-end guide for how to plan and facilitate this with your own users.
Mature Products: The Cycle of UX Reinvention UXPA 2016Carol Smith
As products mature, the user’s needs change over time and so must the way we work. This presentation discusses various experiences working on mature software and complex Web applications and a set of best practices.
As products mature, the user’s needs change over time and so must the way we work. This collaborative session will bring experienced practitioners together to compare their experiences working on mature software and complex Web applications. Together we will identify what has worked and what has not and provide the UX community with a set of best practices.
Topics to be covered (attendees’ desired topics will be added):
Adjusting staffing to meet changing needs
Long term staffing considerations
Models of growth and growing pains
Challenges of product monitoring and regular maintenance
Web Analytics
A/B Testing
NPS and other feedback
Maturing UX within Agile environments
Just-in-time maintenance balanced with strategic work
Cadences for research and usability testing
Product release cycles
Managing expectations for long-term customers
Great user experience design begins with great user experience teams and managers. This course will help user experience managers, leaders and aspiring leaders to create exciting, actionable strategies that will amplify the impact of their teams within their organizations. It will provide insights and approaches that have proven to be best practices across our field, and support their application to advance the strategies, overcome obstacles and drive change.
Conversational User Interfaces, Past and FutureCrispin Reedy
How can chatbots learn from existing VUI design? What makes these new interfaces different, and how are they similar? Where do the Alexas and Siris come into the mix? We’ll discuss text-based vs. voice-based conversational user interfaces, and the landscape of Conversational User Interfaces, now and into the future.
Re-use and Recycle: Building sustainable relationships with your usersUXPA International
Usually, the primary goal of user research is to answer specific questions about a design. But what happens when you shift your primary objective from conducting research to “building a lasting relationship”? The presenters will share stories about how this approach has forever changed the breadth and depth of information that they learn about users, and how it’s actually made some of the hardest parts of enterprise research, such as recruiting users, easier.
You'll learn about
circumstances where this approach is (and is not) appropriate
specific tools and techniques to support relationship building
how this approach returns richer data which can more deeply impact products (and even the product team's culture)
Handouts will be provided.
This presentation is best suited for practitioners who work with enterprise or complex multi-use applications, and beginner to intermediate UX practitioners who as part of their job talk to users, regardless of their title.
Presumptive Design: "It's not research! We're getting stuff done!"UXPA International
Agencies and client UX professionals alike point out a growing trend: companies are becoming allergic to research. Budgets are shrinking and making the case to leaders grows more difficult each month.
Working in small groups, professionals from across the UX spectrum (research, design and communications) will learn Presumptive Design (PrD), a technique for capturing the unmet, and often unspoken, needs of our stakeholders.
PrD *is* a research method, but because it begins with designing an artifact, stakeholders are far more receptive to it as a process. Further, the method is fast, reducing time *and cost* to insights.
Attendees will learn the theoretical frameworks behind PrD as well as gain hands-on experience practicing the method. By the end of the course, attendees will have completed one full cycle of a PrD engagement, including feedback from external users.
This presentation takes a hard look at prototyping and provides a framework for assessing the prototyping needs of a team or project. If you have a “standard approach” to prototyping this session will help you re-think your prototyping strategy. If your prototypes are usually created in a similar way, this session will help expand your knowledge of prototyping and ways you can change what you’re doing to be more effective and efficient. Presented at UXPA 2016 in Seattle, WA on June 2, 2016
Good design teams prototype – often. This presentation takes a hard look at prototyping and provides a framework for assessing the prototyping needs of a team or project. If you have a “standard approach” to prototyping this session will help you re-think your prototyping strategy. If your prototypes are usually created in a similar way, this session will help expand your knowledge of prototyping and ways you can change what you’re doing to be more effective and efficient.
User experience (UX) is the basis for all Web activity, and thus underpins everything we do in Web design and development. Successful projects bake UX in from the ground up, from discovery through planning, iteration, testing and deployment. No matter how beautiful our code may be, of what use is it if it’s irrelevant to our users?
How can you tackle the process of updating a mature interface? In this presentation, I will discuss our team’s approach to quickly transform the look and feel of GoToMeeting, GoToWebinar and GoToTraining for Mac over a period of four months. Learn how we kept our project on track by saying no to all but the most essential improvements, and how we incorporated design feedback without falling prey to out-of-scope requirements. I'll explain my design process and how I supported the team in my role as scrum master. You will see visual design changes that were tried and discarded, and most importantly, what impact the visual changes had on our user community. This talk will cover what can realistically be done in a short period of time to improve your interface without overcommitting, and where to go after the first release.
The Journey Towards Continuous DeploymentBrian Mericle
You will find there are many different definitions for, and variations of, “Continuous Delivery” out there. One key take away is that there is no “one size fits” all type of strategy and approach. There are many concepts and components that apply, and some that won’t apply based on a company’s culture. Introducing the concept of Continuous Delivery brings change to people, process and technology. Of the three, process and technology are easiest to change, so the transition is often tackled first. The people aspect of this type of change is very important. Communicating goals, managing expectations, and resolving conflicts are of the utmost importance. You need buy-in from various stakeholders across technology and business departments. This session will walk through the process that Choice Hotels has taken to communicate, evangelize, and build a continuous delivery methodology which will repeatedly, consistently and rapidly deploy infrastructure and applications that are stable, scalable and secure across development and production environments.
Similar to Where's Jarvis? The future of Voice Recognition and Natural Language User Interfaces. (20)
UXPA 2023: Start Strong - Lessons learned from associate programs to platform...UXPA International
Imagine creating experiences for your rookie designers’ first couple years that are rewarding, enriching, and full of learning — without taking all your time or energy to manage. We’ll share techniques any team leader can put into practice using real-life examples from associate programs, apprenticeships, and internships.
Topics include onboarding, varied work challenges, developing multiple capabilities, buddy systems, group sharing, guest speakers, time with executives, and mentorship. We’ll also share how to operationalize learning, soft skills like communication and collaboration, setting boundaries, time management, achieving deep work, and more skills we all wish we were explicitly taught early on.
We’ll focus on modern-day associate programs, but even if you can’t create a full-fledged program, you’ll leave this session with ideas to use with your fledgling professionals. The benefits go beyond efficiency; it’s a foundation for culture, camaraderie, autonomy, and mastery.
UXPA 2023: Disrupting Inaccessibility: Applying A11Y-Focused Discovery & Idea...UXPA International
Digital advances are being made at a rapid-fire pace, yet disability inclusivity continues to fall short of the digital revolution. As the number of people living with disabilities rises, the time to take digital accessibility to the next level is now. Let’s disrupt inaccessibility together! Come hear about a multi-part discovery research and ideation project informing foundational UX designs for our customers. You’ll get insights from our unique study, which are widely applicable across industries, and walk away with tips and inspiration to kick off your own accessibility-focused discovery and ideation. Only YOU can prevent inaccessibility – are you in?
User experience can be drastically elevated by combining data science insights with user-based insights from research. Data analytics on its own can make themes and correlations difficult to explain and to provide accurate recommendations. For example, themes identified via large global surveys and usage data can be better understood with UX insights from focused user research, such as user interviews and/or cognitive walkthroughs. This presentation will highlight the complimentary nature of data science and UX and will focus on the benefits of bringing the two disciplines together. This will be buttressed with practical examples of enterprise projects and applications that combined data and skills from the two disciplines, guidance on how the two disciplines can better work together, and the skills needed to improve as a UX professional when working with data science teams.
UXPA 2023: UX Fracking: Using Mixed Methods to Extract Hidden InsightsUXPA International
Users do not always accurately describe what they mean or feel. There are many reasons for this, ranging from politeness to poor introspection, to lack of sufficient technical vocabulary. Fortunately, UX researchers have tools in their trade to deduce what was really meant. We call this UX Fracking, a mixed methods approach that is optimized for extracting hidden user insights. We will illustrate the dangers of inadequate, superficial research, and how this may lead to outcomes incapable of addressing the users’ core issues. We will explore ways to avoid these pitfalls by leveraging mixed research methods to test hypotheses about the users’ intent and needs. This starts with a thorough understanding of who the user is, their goals, and how they work today, to an approach that combines surveys, interviews, and comment analysis with behavioral observation, and finally, validating the newly discovered user insights with the users themselves.
UXPA 2023: Learn how to get over personas by swiping right on user rolesUXPA International
This session walks through the concept of user roles as an alternative to personas as a means to generate and disseminate user insights for product development teams. We will describe the tools and methods used to create a research database organized by user roles, along with examples and short exercises to help attendees think through user roles within their own context.
By the end of the session, attendees should be aware of tools and approaches for:
Organizing user research information in a database
Disseminating user role information to product and design teams
Managing a user roles database as part of a long term UX Research program
If you’re ready to ditch personas but don’t know how, this session is for you!
We will present a case study that details our approach for replacing user personas with user roles for a multi-national SAAS company. We will take the audience on a journey that starts with an executive request for personas, travels through the tribulations of realizing personas suck, and concludes with convincing others to accept a new and innovative way to understand the people who use the product. Our key message is that personas lack real value for organizations that already understand the importance of empathizing with users. Building user-centered products requires easily accessible and well organized user insights. We will discuss defining users through a process of stakeholder consultation and content review, and structuring data around Jobs to Be Done and product interactions. We will also discuss the dissemination of user roles in our organization using relational databases, interactive dashboards and online wikis. Spoiler alert, our stakeholders loved user roles!
UXPA 2023: Experience Maps - A designer's framework for working in Agile team...UXPA International
Agile Methodology refers to software design and development methodologies centered around the idea of iterative design and development, where requirements and concepts evolve through collaboration between self-organizing cross-functional teams. Thus, Agile enables teams to deliver value faster, with greater quality and predictability, and greater aptitude to respond to change. With evolving product features every design sprint, designers & researchers find it difficult to follow the design process. This sometimes leads to designs delivered in haste or sub-par design artifacts which result in UX debt. UX debt is accumulated when design teams take actions or shortcuts to expedite the delivery of a piece of functionality or a project which later needs to be refactored. It is the result of prioritizing speedy delivery of design to the development team over a perfect experience journey. Experience Maps is a great tool to practice UX in Agile as well as manage UX Debt.
UXPA 2023: UX Enterprise Story: How to apply a UX process to a company withou...UXPA International
How to build a UX Department from scratch, in an environment they think UX people do social media posters and posts! An agile implementation just started, and people are moving from a waterfall and ad-hoc mindset to agility. In this session, I will talk about my Journey to establish a UX Department for a company that is part of a global brand, but this local branch just started the digital transformation movement. Challenges like: spreading awareness and educating people about UX, hiring the right team, defining the right team structure, establishing workflow and day-to-day operations, and applying localization (non-western culture).
UXPA 2023: High-Fives over Zoom: Creating a Remote-First Creative TeamUXPA International
I started my current job in March of 2020. Many of us remember something clearly about the month that COVID started to shut things down. I remember being surprised to hear that my new on-site-only job would be starting in my living room over zoom. How do you lead a design team when none of the team members live near each other and creativity is highly collaborative? Taking from over a decade of working in HR software, I knew whatever I did needed to put people first. That what employees love about a job is often deeper than the work, it’s the culture, the relationships and people they work with. It’s the feeling that their work has value, and their contribution matters. In this talk I will walk though some of the rituals and best practices I have learned over the last two years building a remote-first creative team.
UXPA 2023: Behind the Bias: Dissecting human shortcuts for better research & ...UXPA International
As humans, we are biased by design. Our intricate and fascinating brains have developed shortcuts through centuries of human evolution. They reduce an unimaginable load of paralyzing decisions, keep us alive, and help us navigate this complex world. Now, these life saving biases affect how we behave with modern technology. Understanding some of the theories and reasons why these biases exist is the key to unlocking their power. In this workshop we will cover some theories around how the brain works. We will review some of our mental shortcuts, take a look at some common biases, and learn how they affect our users, our research, and our designs. Lastly we will review some advantages of biases, and ways to identify and reduce bias. This workshop is targeted for designers who do their own research, and researchers looking to learn more about removing bias from their studies.
UXPA 2023 Poster: Improving the Internal and External User Experience of a Fe...UXPA International
UXPA 2023 Poster: Improving the Internal and External User Experience of a Federal Government Legacy Application Using User Experience and Agile Principles
Are you new to UX management, or thinking of getting into management? Then this talk is for you. After reading countless books, attending countless trainings, mentoring and being menteed, nothing quite prepared me for management like my first year. I’ll share with you what I wish they’d told me. I’ll also share my process for generating team research roadmaps, establishing team values, keeping employees motivated, and not burning out.
UXPA 2023: Redesigning An Automotive Feature from Gasoline to Electric Vehicl...UXPA International
Join us for an interaction design case study from the automotive industry. We created a Human-Machine Interface (HMI) for a vehicle feature that provides household-levels of power in electrical outlets for our customers to use at work and play. This case study will reveal: · Our debate of re-using version 1.0’s HMI vs designing a new user interface for the electric vehicle—when to break with consistency and why? · User research we conducted to guide our early design concept. · Paper prototypes we created to support our usability testing of the concept with vehicle owners. · How we solved internal debate over the interaction design in moving from internal combustion vehicles to electric vehicles. * Advice to help you evangelize user-centered design that is also brand-centered for a new product.
Elevating Tactical DDD Patterns Through Object CalisthenicsDorra BARTAGUIZ
After immersing yourself in the blue book and its red counterpart, attending DDD-focused conferences, and applying tactical patterns, you're left with a crucial question: How do I ensure my design is effective? Tactical patterns within Domain-Driven Design (DDD) serve as guiding principles for creating clear and manageable domain models. However, achieving success with these patterns requires additional guidance. Interestingly, we've observed that a set of constraints initially designed for training purposes remarkably aligns with effective pattern implementation, offering a more ‘mechanical’ approach. Let's explore together how Object Calisthenics can elevate the design of your tactical DDD patterns, offering concrete help for those venturing into DDD for the first time!
Key Trends Shaping the Future of Infrastructure.pdfCheryl Hung
Keynote at DIGIT West Expo, Glasgow on 29 May 2024.
Cheryl Hung, ochery.com
Sr Director, Infrastructure Ecosystem, Arm.
The key trends across hardware, cloud and open-source; exploring how these areas are likely to mature and develop over the short and long-term, and then considering how organisations can position themselves to adapt and thrive.
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered QualityInflectra
In this insightful webinar, Inflectra explores how artificial intelligence (AI) is transforming software development and testing. Discover how AI-powered tools are revolutionizing every stage of the software development lifecycle (SDLC), from design and prototyping to testing, deployment, and monitoring.
Learn about:
• The Future of Testing: How AI is shifting testing towards verification, analysis, and higher-level skills, while reducing repetitive tasks.
• Test Automation: How AI-powered test case generation, optimization, and self-healing tests are making testing more efficient and effective.
• Visual Testing: Explore the emerging capabilities of AI in visual testing and how it's set to revolutionize UI verification.
• Inflectra's AI Solutions: See demonstrations of Inflectra's cutting-edge AI tools like the ChatGPT plugin and Azure Open AI platform, designed to streamline your testing process.
Whether you're a developer, tester, or QA professional, this webinar will give you valuable insights into how AI is shaping the future of software delivery.
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
Are you looking to streamline your workflows and boost your projects’ efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, you’re in the right place.
Join us for an insightful dive into the world of FME parameters, a critical element in optimizing workflow efficiency. This webinar marks the beginning of our three-part “Essentials of Automation” series. This first webinar is designed to equip you with the knowledge and skills to utilize parameters effectively: enhancing the flexibility, maintainability, and user control of your FME projects.
Here’s what you’ll gain:
- Essentials of FME Parameters: Understand the pivotal role of parameters, including Reader/Writer, Transformer, User, and FME Flow categories. Discover how they are the key to unlocking automation and optimization within your workflows.
- Practical Applications in FME Form: Delve into key user parameter types including choice, connections, and file URLs. Allow users to control how a workflow runs, making your workflows more reusable. Learn to import values and deliver the best user experience for your workflows while enhancing accuracy.
- Optimization Strategies in FME Flow: Explore the creation and strategic deployment of parameters in FME Flow, including the use of deployment and geometry parameters, to maximize workflow efficiency.
- Pro Tips for Success: Gain insights on parameterizing connections and leveraging new features like Conditional Visibility for clarity and simplicity.
We’ll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Don’t miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.
Connector Corner: Automate dynamic content and events by pushing a buttonDianaGray10
Here is something new! In our next Connector Corner webinar, we will demonstrate how you can use a single workflow to:
Create a campaign using Mailchimp with merge tags/fields
Send an interactive Slack channel message (using buttons)
Have the message received by managers and peers along with a test email for review
But there’s more:
In a second workflow supporting the same use case, you’ll see:
Your campaign sent to target colleagues for approval
If the “Approve” button is clicked, a Jira/Zendesk ticket is created for the marketing design team
But—if the “Reject” button is pushed, colleagues will be alerted via Slack message
Join us to learn more about this new, human-in-the-loop capability, brought to you by Integration Service connectors.
And...
Speakers:
Akshay Agnihotri, Product Manager
Charlie Greenberg, Host
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
Accelerate your Kubernetes clusters with Varnish CachingThijs Feryn
A presentation about the usage and availability of Varnish on Kubernetes. This talk explores the capabilities of Varnish caching and shows how to use the Varnish Helm chart to deploy it to Kubernetes.
This presentation was delivered at K8SUG Singapore. See https://feryn.eu/presentations/accelerate-your-kubernetes-clusters-with-varnish-caching-k8sug-singapore-28-2024 for more details.
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Tobias Schneck
As AI technology is pushing into IT I was wondering myself, as an “infrastructure container kubernetes guy”, how get this fancy AI technology get managed from an infrastructure operational view? Is it possible to apply our lovely cloud native principals as well? What benefit’s both technologies could bring to each other?
Let me take this questions and provide you a short journey through existing deployment models and use cases for AI software. On practical examples, we discuss what cloud/on-premise strategy we may need for applying it to our own infrastructure to get it to work from an enterprise perspective. I want to give an overview about infrastructure requirements and technologies, what could be beneficial or limiting your AI use cases in an enterprise environment. An interactive Demo will give you some insides, what approaches I got already working for real.
26. X — states
y — possible
observations
a — state transition
probabilities
b — output
probabilities
"HiddenMarkovModel" by Tdunningvectorization: Wikimedia
Voice User Interface Designer
10 years in the field
English major, former coder; got interested in UX
President of the Association for Voice Interaction Design
Consultant for Versay Solutions
2 weeks in a row for conferences
Jarvis:
Audio and gestural
Perfect recognition.
No error recovery needed
Great voice quality
Connected to vast amounts of data
Understands all the parts of the model: “Lose the landscape.”
Context-sensitive.
Aware of the space around him
Sense of humor. “Am I to include the Belgian Waffle stands?”
Takes initiative. “What is it you’re trying to achieve, sir?”
Replicator:
Good recognition
No error recovery needed
Good voice quality – understandable
Connected to data – perhaps too much so?
Context sensitive- but was this enough?
A design failure (not a tech failure)
Specifically around excessive disambiguation
A Better Replicator Conversation
“Speech to Text” ?
Spoken Language – Machine readable format
Not necessarily tied to speech recognition
Also called voiceprints, biometrics, voice authentication, etc.
Not going to discuss this one in a lot of detail today but it’s important that you understand the difference between these technologies.
Recognizes a person, not necessarily what they are saying.
You can have ASR without Voice Verification
And vice versa
Human voice talent
Hundreds of hours of recording
Digitized
Phonemes:
Concatenated speech synthesis
Dynamic Speech Synthesis
Many commercial products are available
API-based
Downloadable
Quality varies
If possible, record audio
TTS has improved considerably, but is still noticeable
High quality TTS may not be available in all situations
If you have a lot of dynamic data TTS is useful
You can mix recorded audio and TTS
You may have to use TTS
Voice Agent (Alexa, Cortana, etc.)
API-based
Some of them do let you mark up your TTS with SSML
More phonemes = higher quality voice
Also means a bigger download and install (if on device)
Exceptions (addresses, names) can be iffy
May require a lot of work to handle well
St. James St.
Saint James Street
Punctuation
Your data needs to be clean and ready to voice back
Acronyms, incomplete sentences will not sound good
It is possible to build a custom voice
But it takes a lot of work!
Speech Synthesis Markup Language
XML based WC3 standard
Not universally supported
Tags which allow you produce a more natural quality output.
Emphasis
Break
Voice
Prosody
Pitch
World Knowledge: Concepts of the world around us, i.e. Tables have four legs, what is left and right, what is a car, etc. This is the level before language
Semantics: The first level of language. Knowledge can be represented in structured meaningful elements. Example: semantics of a party invitation
Syntax: The rules that govern putting words together to form meaningful units
Lexicon: What words mean
Morphology: How words change their form to perform differently in a language i.e. horse / horses
Phonetics: Phonemes and how words are built
Acoustics: What phonemes sound like and how to create them
Speech is never stationary
Coarticulation
Noisy environments
Accents
Different speakers have voices with different acoustic qualities
Goats
Challenges vary depending on what you are going to recognize
Spelling (short utterances) can be difficult even for humans
Phonetic alphabet (Military)
Humans can deduce meaning from context and unknown words
“How can I help you?”
I’m having a problem with my account.
I’d like that one. No, not the green one, the red one.
Time flies like an arrow.
Fruit flies like a banana.
All modern speech recognition is probabilistic
GUI: Button clicked? true / false
VUI: There is an 85% chance that button was clicked
Three Dimensions of Speech Problems
AUDREY: Davis, Biddulph, and Balashek - Bell Labs 1952
Analog
Isolated digit recognition
Pause between digits
Speaker-dependent
Speech recognition with vacuum tubes – How very steampunk.
Her name was AUDREY. Let that sink in a minute.
(Automatic Digit Recognizer)
1980’s: The Power of Statistics
The recognition of connected speech becomes a search for the best path in a large network
Problem of finding the probabilities
Statistical Language Models
Not all sequences of words are equally probable
Rank all permissible sentences in terms of probability
“Correct” grammar is not applicable
Restricted by domain
Hidden Markov Models (HMM)
Unified probabilistic model for speech
You’re Only As Good As What You’re Trained On
Corpora
Collection of speech used to train a recognizer
Acoustic and/or Pronunciation Model
Associates sounds with symbols and words.
Created by a general speech corpora and a phonetic and orthographic transcription
Statistical Language Model (SLM)
A probability distribution over sequences of words
Created by a domain-specific speech corpora and a tagged transcription to extract meaning
Speech Agent: The “Person” who
Distributed speech recognition
Collection and compression of speech is on the device
The language models are typically on the network
Phone can be speaker-dependent
Trains itself on your voice and on the acoustic environments you are in most often
Many companies are providing APIs to use their speech recognition
Alexa, Ask Capitol One What’s my current credit card balance?
Observations to make: Represents the entirety of a VUI experience
Placement of Spanish prompt would vary depending on type of call.
Confirmation is variable
Confirmation prompt is general
What do you need it for?
What kind of device will you be running it on?
Connectivity?
Can you use cloud based ASR?
How much control do you need over the application / user interface?
Jarvis:
Audio and gestural
Perfect recognition.
No error recovery needed
Great voice quality
Connected to vast amounts of data
Understands all the parts of the model: “Lose the landscape.”
Context-sensitive.
Aware of the space around him
Sense of humor. “Am I to include the Belgian Waffle stands?”
Takes initiative. “What is it you’re trying to achieve, sir?”