Find out whether your research is understandable outside your own notes

AskSpeech can help:

• University lecturers
• Researchers
• Graduate students
• Conference presenters
• Thesis and dissertation presenters
• Scholars delivering public lectures
• Experts translating research for a wider audience

Use the report to examine questions such as:

• Is the research question clear?
• Does the audience understand why the subject matters?
• Are important concepts defined before they are used?
• Is the reasoning distinguishable from the evidence?
• Are limitations and uncertainty communicated responsibly?
• Does the structure help listeners follow a complex argument?
• Does the conclusion resolve the original question?
• Can listeners explain the central contribution afterward?

AskSpeech identifies lectures, scholarly presentations, and research-heavy university-style content as a separate category.

The talk is evaluated in relation to its intended audience and level.

An introductory lecture is not penalized for failing to become a specialist seminar. A technical conference presentation is not required to simplify every term for a general audience.

The analysis asks whether the talk succeeds at the academic task it has chosen.

Quick Verdict

A concise assessment of the lecture's most important intellectual and communicative strengths and limitations.

Intended Audience

The report identifies whether the talk appears directed toward students, researchers, specialists, interdisciplinary listeners, or a more general academically motivated audience.

This context guides the evaluation but is not itself scored.

Key Quotes

Up to six direct quotations identify important moments such as:

• The research question
• The main claim
• A definition
• A methodological statement
• A significant limitation
• A central conclusion

Strongest Elements

Up to three material strengths explain what the speaker does well, why it works, and how it contributes to the academic argument.

Most Important Weaknesses

Up to three material weaknesses explain where comprehension, evidence, structure, or intellectual trust may break down.

Current Spine

The Current Spine maps the argument as delivered:

• Opening question or problem
• Background and context
• Main claims
• Supporting evidence
• Interpretation
• Implications
• Conclusion

Each major section is marked strong, weak, or drifting and is supported by transcript evidence.

Re-Spined

When a material rebuild would improve the lecture, Re-Spined proposes a clearer intellectual sequence while preserving the strongest original material.

The original talk remains graded independently.

An academic talk is graded across seven categories:

• Evidence / Accuracy / Truthfulness
• Depth
• Structure
• Clarity
• Practicality
• Engagement
• Credibility

Evidence / Accuracy / Truthfulness

Evaluates whether the talk presents its claims, evidence, methods, limitations, and conclusions responsibly.

A stronger score may reflect:

• Claims supported by the material presented
• Appropriate qualification
• Clear separation of evidence and interpretation
• Accurate representation of uncertainty
• Internally consistent reasoning

This category evaluates the evidence handling visible within the talk. It is not an independent external fact-check of every claim.

Depth

Evaluates how fully the talk develops its academic ideas in relation to its stated purpose and audience.

Depth may come from:

• Careful reasoning
• Methodological explanation
• Important distinctions
• Consideration of limitations
• Engagement with competing interpretations
• Development of causes and implications

Complex vocabulary does not automatically create depth.

Structure

Evaluates progression, proportion, connection, development, and resolution.

A stronger structure helps listeners understand:

• What question is being asked
• What they need to know first
• How the evidence relates to the claim
• Where interpretation begins
• What conclusion has been reached

Clarity

Evaluates how understandable and conceptually precise the talk remains.

It considers definitions, terminology, examples, explanation, transitions, and the audience's ability to follow the reasoning.

Practicality

Evaluates how useful the talk is to its intended academic audience.

Practicality may include:

• A framework for understanding the subject
• Research implications
• Methodological lessons
• Questions for further study
• Applications within a discipline
• A useful change in how listeners interpret the topic

It does not require every lecture to offer everyday action steps.

Engagement

Evaluates whether the lecture gives listeners a sustained reason to remain mentally involved.

Academic engagement can come from intellectual tension, a meaningful research problem, clear stakes, well-chosen examples, surprising evidence, or continued argumentative progress.

It is not limited to humor or entertainment.

Credibility

Evaluates whether the talk gives listeners sufficient reason to trust the speaker's argument.

It considers:

• Intellectual fairness
• Precision
• Appropriate qualification
• Treatment of limitations
• Relationship between claim and evidence
• Transparency about uncertainty

The 1-10 score scale

Scores are displayed out of 10, with decimals when the judgment falls between two levels.

Read the scale this way:

• 1: Not functioning in this category; the transcript gives almost no usable evidence of the quality being measured.
• 2: Severe breakdown; there are fragments of intent, but the category mostly fails.
• 3: Weak; some relevant material is present, but major gaps or confusion dominate.
• 4: Underdeveloped; the category works in places but remains unreliable, thin, or poorly connected.
• 5: Mixed; the speech shows basic competence and clear limitations in about equal measure.
• 6: Adequate; the category generally works, but with noticeable unevenness, missing support, or missed opportunities.
• 7: Solid; the speech is effective in this category with specific areas to strengthen.
• 8: Strong; the category is consistently effective, with refinements needed more than repairs.
• 9: Excellent; the speech handles this category with unusual clarity, development, and control.
• 10: Exceptional; the category is handled with rare precision and effectiveness across the focused transcript.

A 0.0 can appear only when the transcript gives effectively no usable evidence for a category. The scale describes the public score; the report's reasoning explains why that speech landed there.

Overall score

The overall score is a holistic judgment of how well the speech accomplishes its category-specific task across the full focused transcript.

It is informed by the seven category scores and by the severity of the transcript evidence behind them, but it is not calculated by a hidden weighted formula.

Grading sequence

AskSpeech grades the focused transcript before writing the qualitative report. The category scores, reasoning, and overall score are selected from the original speech as delivered, then locked while the report explains them.

Re-Spined is produced only after grading. Its suggested rebuild can help revision, but it does not raise or lower the original scores.

AskSpeech does not grade on a curve or spread scores to match a preferred pattern. Two speeches with the same number can earn it for different reasons, which is why every score is paired with transcript-based reasoning.

The analysis is transcript-based.

It does not directly inspect:

• Slides
• Charts
• Equations shown only on screen
• Citations displayed but not spoken
• Demonstrations
• Vocal tone
• Body language
• Audience questions outside the main lecture

The report should therefore be used alongside a separate review of the visual presentation and source material.