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Speech Guidelines

Learn how to minimize errors and provide effective feedback in Voice User Interfaces (VUIs) to improve user satisfaction and interaction. Explore techniques such as specific error messages, reducing background noise, auditory icons, multi-modal cues, and confirmation strategies.

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Speech Guidelines

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  1. Speech Guidelines

  2. 1. Errors • VUIs are error-prone due to speech recognition. • Humans aren’t perfect speech recognizers, therefore, machines aren’t either. • Goal: Reduce the number and severity of errors.

  3. 1. Errors • Use Specific Error Messages • Limit Background Noise • Allow the User to Turn Off the Input Device • Provide an Undo Capability • Use Auditory Icons • Use Multi-Modal Cues for Errors If Applicable • Don’t Assume People Hear Everything

  4. Use Specific Error Messages • Bad Example • System: “Say the departure date.” • User: “Tomorrow.” • System: “Say the departure date.” • User: “I want to travel tomorrow.” • System: “Say the departure date.”

  5. Use Specific Error Messages • Good Example • System: “Say the departure date.” • User: “Tomorrow.” • System: “I don’t understand that date. Say the month, date and year. For example, say October 13th, 2003.” • User: “July 1st, 2003.”

  6. Use Specific Error Messages • An adequate error message tells the user what is wrong, why and how to correct it.

  7. Limit Background Noise • Background noise is input. • Computer hears the background, not the user.

  8. Allow the User to Turn Off the Input Device • This reduces background noise errors. • For VUIs, allow the user to place the system in an ignore mode • System ignores input until a keyword is spoken, i.e. “I am back”.

  9. Provide an Undo Capability • Build in ways for users to cancel out, go back and undo actions.

  10. Use an Auditory Icon • Auditory Icons are sound clips with a message. • When errors occur, play an auditory icon to notify the user.

  11. Use Multi-Modal Cues for Errors If Applicable • Use more than one mode to signal an error, if possible. • Play an auditory icon, display a message and speak a message.

  12. Don’t Assume People Hear Everything • Just because the system spoke it, doesn’t mean the user heard it. • Say important information first or last to improve the likelihood of it being heard.

  13. 2. Feedback • During HCI, the user needs feedback from the computer. • When a user issues a command, the system should acknowledge that the user has been heard. • Users also want feedback when the system is busy.

  14. 2. Feedback • Supply Alternative Guesses • Acknowledge the User’s Speech • Show When It Is the User’s Turn to Talk • Allow for Verification • Use Non-Speech Audio for Transitions • Use In-Progress Messages

  15. Supply Alternative Guesses • Users may say one word, but the computer hears a different word. (IDEAL SOLUTION) • i.e. User says “Boston” and the computer hears “Austin”. • The computer should respond “Did you say Austin or Boston?” • This is easier said than done because you have to know all the words that sound alike in order to accomplish this for a large vocabulary.

  16. Supply Alternative Guesses • Repeat what the user said and allow the user to correct what was recognized. (REAL SOLUTION) • i.e. User says “Boston” and the computer hears “Austin”. • The computer should respond “You said Boston, is that correct?”

  17. Acknowlege the User’s Speech • When the user speaks, provide feedback that she was heard. • Auditory Icon • Go to the next option • If the next option is time consuming, let the user know in advance. i.e. “I heard you, let me process your request”

  18. Show When It Is the User’s Turn to Talk • In a multi-modal user interface, provide the user with a visual cue that the computer is listening.

  19. Show When It Is the User’s Turn to Talk • In a VUI, provide the user with: • Prompt • Auditory Icon

  20. Allow for Verification • Users tend to verify more when using a speech interface versus a visual interface. • VUIs should allow the user to verify what is happening and what has happened.

  21. Use Non-Speech Audio for Transitions • When the user issues a command that requires a transition, play an auditory icon to acknowledge the transition is under way. • Avoid non-speech feedback that sounds like equipment noise.

  22. Use In-Progress Messages • If there is more than a 3 seconds delay between when the user issues a command and the system responds, issue an in-progress message. • For best results, your in-progress messages should be informative. • i.e. tell the user their position in the wait queue when it changes.

  23. Use In-Progress Messages • Playing a musical auditory icon in the background doesn’t work alone, but it is better than nothing. • Combine the verbal message with music to have the best effect.

  24. 3. Confirmations • Confirmations are questions you ask of the user to be sure that the user has been heard correctly.

  25. 3. Confirmations • Use Confirmations Appropriately • Ask for Clarifying Information • Use Confirmations for Destructive or Predictable Actions • Be Specific

  26. Use Confirmations Appropriately • Don’t over confirm • You could overdo the confirmations by asking for a confirmation for every input. • You have to balance the cost of making an error with the extra time and annoyance in requiring the user to confirm a lot of statements.

  27. Ask for Clarifying Information • If the expected response has more than one known response, then you may want to clarify what the user said. • i.e. “Do you want to set up an appointment or contact the person by phone”

  28. Use Confirmations for Destructive or Predictable Actions • If the user’s action is destructive, delete files, require a confirmation. • If the user’s input prone to errors, require a confirmation. • i.e. the grammar has a lot of sound alike words.

  29. Be Specific • If the system doesn’t recognize what was spoken, be specific about what you need. • i.e. • “Please repeat the date again” vs. “Please repeat” • “Do you mean December 3rd?” is not a good example, unless you are fairly confident.

  30. 4. Social and Environmental Issues • Interfaces are used in the context of people’s work and their physical environment. • Therefore, you have to take into consideration where and under what conditions will your interface be used.

  31. 4. Social and Environmental Issues • Decide on Flexibility • Consider Stress • Consider Social Interaction

  32. Decide on Flexibility • Flexibility with respect to different tasks and users • You can also consider this as adaptability.

  33. Consider Stress • Speech recognition doesn’t work well when the user is stressed, i.e. yelling. • Therefore, you have to consider the stress level of the environment.

  34. Consider Social Interaction • You have to consider how your interface will influence social interaction between people. • i.e. if your interface is being used by a salesperson while the person is speaking to a customer. Will your interface cause attention problems for either person?

  35. 5. Command-and-Control • VUIs that recognize a limited vocabulary of individual words and phrases spoken by the user.

  36. 5. Command-and-Control • User Constraints • Be Brief and Terse

  37. User Constraints • Limit the user’s input through specific prompts.

  38. User Constraints • Bad dialouge: • System: “Welcome to the XYZ Company. We look forward to servicing your travel needs. What are the dates of travel that you would like me to check for?” • User: “We are interested in traveling the first week of July, say July 1st to July 5th”. • The system’s statement is too open. This is a natural dialouge that humans understand.

  39. User Constraints • Good dialouge: • System: “Welcome to the XYZ Company. Say the departure date of travel. For example, say October 1st, 2003.” • User: “July 4th, 2003” • System: “Thank you. Say the return date.”

  40. Be Brief and Terse • People model the length of system speech. • If the system is lengthy, then the user will tend to be lengthy. • The length of user speech is directly proportional to the number of recognition errors. • The longer you speak, the chances of errors increases.

  41. 6. Conversation and Prompting • VUI are bound by conversation and prompting. • The success of your VUI is dependent upon the conversation and prompting.

  42. 6. Conversation and Prompting • Choose Appropriate Words • Avoid Personal Pronouns in Prompts • Change Voices Appropriately • Use Small Steps • Avoid Long Prompts or Menus • Use Progressive Prompting • Make Prompt Direct and Exact

  43. 6. Conversation and Prompting • Use Non-GUI Terms • Allow Relative Dates • Avoid Long Pauses • Choose an Appropriate Speed • Use Tapering • Use Barge-In

  44. Choose Appropriate Words • Use “say” if you want the user to speak. • Use “enter” if you want the user to press a key.

  45. Avoid Personal Pronouns in Prompts • Bad Example • “Tell me your credit card number.” • Good Example • “Say your credit card number.”

  46. Change Voices Appropriately • Different voices can be used to signal a mode change. • i.e. language or different part of the application • If you don’t want to change mode, use the same voice throughout. • Warnings and errors should use a different voice.

  47. Use Small Steps • Query users in small steps, but not too small. • Mixed Initiatives

  48. Avoid Long Prompts or Menus • This goes back to the 7 plus or minus 2 memory limitation. • Don’t overload the user’s memory.

  49. Use Progressive Prompting • If the user’s input is not recognized, then progressively provide more specific prompts with each misrecognition. • For example: • System: “What would you like to do?” (BAD) • User’s input is not recognized.

  50. Use Progressive Prompting • System: “You can check your account status, obtain market quotes or view a list of other actions.” • User’s input is not recognized. • System: “Say one of the following: Account Status, Quotes or List.”

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