diff --git a/app/foundations/page.tsx b/app/foundations/page.tsx index 7920392..d5c1fde 100644 --- a/app/foundations/page.tsx +++ b/app/foundations/page.tsx @@ -6,14 +6,14 @@ export default function InspirationPage() { const researchFindings = [ { icon: , - title: "MFA Achieves Human-Level Reliability", + title: "MFA Approaches Human-Level Reliability", source: "Mahr et al., 2021", finding: "MFA-SAT reached 86% accuracy on child speech (ages 3-6), the only system approaching human interrater agreement.", implementation: "VoxKit defaults to MFA while supporting alternative engines for comparative research.", limitation: - "MFA-SAT was trained on adult speech; researchers should validate performance on their specific datasets.", + "MFA-SAT was trained on adult speech; researchers should validate performance for their own use case.", }, { icon: , @@ -33,20 +33,19 @@ export default function InspirationPage() { finding: "Most clinical speech datasets contain only minutes to hours of audio with uncertain labels, leading to poor generalization.", implementation: - "VoxKit enables comprehensive metadata tracking and versioned provenance for transparent reporting.", + "VoxKit tracks metadata and versioned provenance for transparency.", limitation: - "VoxKit facilitates rigorous documentation but cannot solve fundamental overfitting—researchers must apply appropriate validation.", + "VoxKit attempts rigorous documentation but cannot solve fundamental overfitting, only ensuring accidents happen less.", }, { icon: , title: "Interpretable Measures Outperform Black Boxes", source: "Berisha & Liss, 2024", - finding: - "Low-dimensional, clinically grounded measures (e.g., hypernasality, articulatory precision) outperform opaque embeddings.", + finding: "Clinically grounded measures outperform opaque embeddings.", implementation: - "VoxKit's analyzer architecture supports custom, interpretable feature extraction from alignment outputs.", + "VoxKit allows you to test and review this, as AI becomes more advanced, methodologies may advance as well.", limitation: - "Alignment errors can propagate to downstream measures. Researchers must validate that phonetic boundaries are reliable for their specific analyses.", + "Alignment errors can propagate downstream. Researchers must validate that phonetic boundaries are reliable.", }, ]; @@ -116,43 +115,45 @@ export default function InspirationPage() { {/* Summary Box */}

- VoxKit's Research-Driven Design + VoxKit's Research-Driven Approach

Guided workflows: {" "} - Guidance and layout can be customized to fit the direction and use - case for specific studies/research + Guidance and layout can be customized to fit the direction for + specific studies/research

Flexible architecture: {" "} - Base classes and modular components allow developers to extend and - adapt VoxKit + Explorative tools and pipeline steps can be reused and adapted + with minimal wiring, this also contributes to a more collaborative + mindset around research

Metadata-rich outputs: {" "} - Metadata tracking enables reportable results and and reduces - overhead + Automated metadata tracking enables reportable results and and + reduces uncertainty around what was done

- Honest positioning: + The WE mindset: {" "} - VoxKit is research infrastructure, not a clinical decision-support - system, it reduces technical barriers while maintaining scientific - rigor + We hope researchers find leverage in this tool, and moreover, + contribute to this ecosystem so that research can become more + collaborative, rather than everyone reinventing the wheel and + working in silos

VoxKit prioritizes usability, flexibility, and transparency to - empower researchers to utilize the cutting edge. + empower researchers to push the cutting edge.

diff --git a/app/page.tsx b/app/page.tsx index 4518cf7..3cdf486 100644 --- a/app/page.tsx +++ b/app/page.tsx @@ -17,13 +17,13 @@ export default function VoxKitLanding() { icon: , title: "Save Time & Money", description: - "Face it, you didn't get into speech pathology to sit hunched over in a computer terminal all day. What once took days of scripting and debugging now takes minutes. Spend your time on research, not wrestling with command-line tools.", + "Face it, you didn't get into speech pathology to sit hunched over in a computer terminal all day. Spend your time on research, not wrestling with command-line tools.", }, { icon: , title: "Publish-Ready Outputs", description: - "TextGrids, alignments, analysis reports—all formatted and ready to go. Your reviewers will never know how easy it was.", + "TextGrids, datasets, analysis reports; all pre-implemented. Exercise concrete workflows, not vague suggestions.", }, { icon: , @@ -35,7 +35,7 @@ export default function VoxKitLanding() { icon: , title: "Built by Researchers", description: - "We've been in your shoes—late nights, broken scripts, looming deadlines. VoxKit exists because we needed it too.", + "We've been in your shoes; broken scripts, looming deadlines. VoxKit exists to make our lives easier.", }, ]; @@ -88,7 +88,8 @@ export default function VoxKitLanding() {

We built VoxKit so you can focus on the science, not the software. - Powerful alignment and analysis tools, zero command-line headaches. + Compose powerful speech-processing and analysis tools into guided + workflows with zero command-line headaches.

{/* CTA Buttons */} @@ -118,8 +119,8 @@ export default function VoxKitLanding() { Why You'll Love It

- Seriously, here's what we've been hearing from labs like - yours. + Here's our pitch in a nutshell: VoxKit is like the Swiss Army + knife of speech pathology research.

@@ -188,8 +189,7 @@ export default function VoxKitLanding() { Ready to Try It?

- Grab VoxKit and see for yourself. We think you'll wonder how - you ever managed without it. + It's smooth sailing from here on out.

+ + {/* Mobile Menu Button */} +