Audio Summarization

Summarize an audio file

You can query a model directly and test the results returned when using different parameter values with the Cloud console, or by calling the Vertex AI API directly.

Prompt Freeform

Please analyze this audio file and summarize the contents of the audio as bullet points.

Response

Of course. Here is a bulleted summary of the audio's content:

  • Importance of Headings: When writing documentation and UI copy, use informative language and semantic code for titles and headings. This is critical for content organization, readability, and accessibility for all users.

  • Characteristics of Good Headings:

    • Short & High-Level: They should be brief summaries of the section's content, requiring less cognitive effort.
    • Context-Independent: A heading should be understandable on its own, without needing to read the surrounding text.
    • Action-Oriented: Use language that tells the user what they will learn or what action they can take (e.g., "Get started with this feature," "Store your data on a server").
  • Semantic HTML Structure:

    • The structure of your content is as important as the content itself.
    • Use HTML heading tags (H1, H2, H3, etc.) correctly to define a logical hierarchy. H1 is for the main title, H2 for major sections, H3 for subsections, and so on.
    • Prioritize the correct semantic format (function) over visual aesthetics (fashion), as screen readers and other assistive technologies rely on this structure to navigate content.
  • Example 1: Documentation (Google Ad Manager):

    • An article was difficult to scan because it lacked subheadings.
    • By adding two H2 headings ("Create new audience segments" and "Update existing segments"), the article becomes much easier for users to navigate and find the specific instructions they need.
  • Example 2: Product UI (Google Home App):

    • The headings "Play music," "Listen on," and "Manage your system" are effective.
    • They are scannable, short (omitting unnecessary words), and action-oriented, helping the user quickly understand what they can do.
  • Conclusion & Key Takeaways:

    • Use concise, action-oriented language in headings.
    • Always write correct semantic HTML.
    • Using the correct HTML heading values is more important than the visual appearance of the text.
Model: gemini-2.5-pro
Temperature: 0.2
Max output tokens: 8192
TopK: 40.0
TopP: 0.95