Custom Dictionaries Now Available: Improve Transcription Accuracy for Medical, Technical, and Specialized Content

Recap Innovations now supports custom dictionaries across all workspaces, enabling organizations to dramatically improve transcription accuracy for specialized content. Upload custom terminology lists to ensure accurate transcription of medical terms, technical jargon, proper nouns, industry-specific vocabulary, and domain-specific language in your videos and live streams.

Teaching AI Your Specialized Language

Automatic transcription technology excels at everyday language but can struggle with specialized terminology. Medical procedures, pharmaceutical names, technical acronyms, unique product names, and industry-specific jargon often get transcribed incorrectly when AI systems encounter unfamiliar words. For example, the medical term "adductor" may be incorrectly transcribed by systems unfamiliar with medical terms as the phrase "a doctor".

Custom dictionaries solve this challenge by teaching our transcription system the specific vocabulary that matters to your organization. When you upload a custom terminology list, the AI prioritizes those terms during transcription, resulting in significantly higher accuracy for your specialized content.

Transforming Medical Video Transcription

Healthcare and medical education institutions face unique transcription challenges. Medical terminology is highly specialized, precise, and critical to accurate communication. A single misheard pharmaceutical name or incorrect anatomical term can change the meaning of educational content entirely.

Medical Education Use Cases

Medical schools and healthcare training programs can now upload custom dictionaries containing:

• Anatomical Terminology: Ensure precise transcription of body structures, organs, and medical anatomy terms
• Pharmaceutical Names: Accurately capture brand names and generic drug names that sound similar to common words
• Procedure Names: Transcribe surgical procedures, diagnostic tests, and medical interventions correctly
• Disease and Condition Names: Capture medical diagnoses and condition names with clinical precision
• Medical Acronyms: Distinguish between medical abbreviations and common words (CAD, MI, COPD, etc.)

A medical university recently requested this feature specifically from us to improve transcription accuracy for their extensive video library of lectures, surgical demonstrations, clinical case studies, and research presentations. By uploading their institution's standardized medical terminology list, they can now ensure that student-facing content maintains the clinical precision required for medical education.

Rapid Response to Customer Needs

When the medical university reached out requesting the ability to upload custom terminology lists, we delivered the feature the very next day. This rapid turnaround exemplifies our commitment to responsive product development that addresses real customer needs.

"That's awesome to see the turnaround of response and new feature production that you/your team has."

— Academic Technology Leader, Medical University

This quick feature delivery allowed the institution to immediately begin improving transcription accuracy across their medical education content for videos they wanted to run through our platform without waiting weeks or months for a development cycle. When accuracy matters for specialized content, responsive support and feature development make a tangible difference in content quality and workflow efficiency.

Healthcare Training and Continuing Education

Healthcare organizations providing continuing education, clinical training, and professional development can benefit from custom dictionaries that include:

• Institution-specific terminology and abbreviations
• Department-specific vocabulary and protocols
• Equipment and technology brand names
• Specialized medical subspecialty terminology
• Patient safety and quality improvement terminology

Beyond Healthcare: Technical and Academic Applications

While medical institutions inspired this feature, custom dictionaries improve transcription accuracy across numerous fields and industries:

Engineering and Computer Science

Technical education programs can upload dictionaries containing:

• Programming language keywords and framework names
• Software tool and platform names
• Engineering terminology and measurement units
• Technical acronyms and abbreviations
• Algorithm and methodology names

A computer science department recording lectures about React, Kubernetes, PostgreSQL, and GraphQL can ensure these terms transcribe correctly instead of appearing as phonetic approximations.

Legal and Compliance

Legal education and professional training benefit from dictionaries including:

• Legal terminology and Latin phrases
• Case names and legal precedents
• Statutory and regulatory terms
• Legal document types and procedures
• Jurisdiction-specific terminology

Business and Professional Fields

Professional schools and corporate training programs can include:

• Company-specific product and service names
• Industry-specific terminology and jargon
• Brand names and trademarked terms
• Internal acronyms and abbreviations
• Professional certification terminology

Research and Academic Specializations

Research institutions and specialized academic programs benefit from dictionaries containing:

• Field-specific technical vocabulary
• Research methodology terminology
• Statistical and analytical terms
• Citation and reference terminology
• Theoretical frameworks and concepts

Proper Nouns and Names

Custom dictionaries excel at handling proper nouns that standard transcription systems struggle with:

• Faculty and Staff Names: Ensure your instructors' names appear correctly in all course videos
• Guest Speaker Names: Accurately transcribe visiting lecturers and conference presenters
• Geographic Locations: Capture regional place names, campus building names, and local landmarks
• Organization Names: Transcribe institutional partners, funding agencies, and affiliated organizations correctly
• Historical Figures and References: Accurately capture names referenced in humanities and social science content

How Custom Dictionaries Work

Implementing custom dictionaries in your workspace is straightforward:

Upload Your Terminology List

Navigate to your workspace settings and upload a custom dictionary file containing your specialized terminology. The system accepts plain text files with one term per line, making it easy to compile terms from existing glossaries, syllabi, or institutional terminology standards.

Automatic Application

Once uploaded, your custom dictionary automatically applies to all transcription jobs in that workspace. Both new transcriptions and re-transcriptions benefit from your custom terminology without additional configuration.

Multiple Dictionaries

Organizations can maintain multiple dictionaries for different departments, programs, or content types. Academic medical centers might maintain separate dictionaries for different clinical specialties, while universities might create department-specific dictionaries for Engineering, Business, Law, and Liberal Arts programs.

Pre-Built Template Dictionaries

To make it even easier to get started, we provide pre-built template dictionaries across a range of academic and professional subjects. Workspace administrators can browse our template library and apply relevant dictionaries to their workspace with a single click.

Available templates include dictionaries for medicine and healthcare, engineering and computer science, business and finance, law and legal studies, chemistry and life sciences, and other specialized fields. These curated dictionaries contain hundreds of commonly used terms in each discipline, giving you immediate transcription improvements without building a dictionary from scratch.

You can use template dictionaries as-is or combine them with your own custom terms to create a comprehensive vocabulary list tailored to your institution's specific needs.

Dynamic Updates

Update your custom dictionary at any time by uploading a revised terminology list. New terms become available immediately for future transcriptions, and you can re-transcribe existing content to apply updated terminology.

Measurable Accuracy Improvements

Custom dictionaries deliver tangible improvements in transcription accuracy:

• Reduced Manual Editing: Spend less time correcting specialized terminology errors in transcripts
• Consistent Terminology: Ensure terms transcribe consistently across your entire video library
• Professional Quality: Deliver polished, accurate transcripts that meet academic and professional standards
• Improved Accessibility: Provide students and viewers with accurate captions that correctly represent specialized content
• Time Savings: Reduce post-transcription review and editing time for content teams

For content heavy in specialized terminology, custom dictionaries can reduce transcription errors by 50% or more in domain-specific vocabulary, significantly accelerating your caption and transcript review workflow.

Optimized for Educational Institutions

This feature addresses specific needs of academic institutions serving specialized programs:

Departmental Customization

Different academic departments can maintain vocabulary lists tailored to their discipline. The Engineering department's custom dictionary differs significantly from the Liberal Arts department's needs, and each can optimize transcription for their specific content.

Course-Specific Terminology

Specialized courses, graduate seminars, and research colloquia often use highly specific terminology. Custom dictionaries ensure that advanced course content maintains the precision students expect.

Research and Conference Content

Academic conferences, research symposiums, and scholarly presentations frequently reference specialized terminology, proper nouns, and field-specific jargon. Custom dictionaries improve transcription quality for this high-value academic content.

Institutional Consistency

Maintain terminology consistency across your institution's entire video library. When departments share standardized terminology lists, videos from different programs and years maintain consistent vocabulary usage.

Integration with Existing Workflows

Custom dictionaries integrate seamlessly into your existing transcription and captioning workflows:

No Additional Steps Required

Once configured, custom dictionaries work automatically. Content creators and faculty don't need to take additional steps or change their video upload processes.

Compatible with All Content Types

Custom dictionaries improve accuracy for recorded lectures, live streams, on-demand courses, research presentations, and any other video content in your library.

Works with Live Captioning

Custom dictionaries apply to both recorded content and live captioning streams, ensuring specialized terminology appears correctly during live lectures and events.

Supports Re-Transcription

Already have a video library with existing transcripts? Re-transcribe content with your custom dictionary enabled to improve accuracy across archived videos.

Getting Started with Custom Dictionaries

Organizations can begin using custom dictionaries immediately:

1. Compile Your Terminology: Gather specialized terms, proper nouns, and vocabulary specific to your content
2. Create Your Dictionary File: Format terms in a plain text file with one term per line
3. Upload to Your Workspace: Access workspace settings and upload your custom dictionary
4. Start Transcribing: New transcription jobs automatically incorporate your custom terminology

For assistance creating custom dictionaries or questions about optimal formatting, our support team is available to help you maximize transcription accuracy for your specialized content.

Accurate Transcription for Every Field

Specialized content deserves specialized accuracy. With custom dictionaries, organizations can ensure that their video content maintains the terminology precision required for medical education, technical training, academic research, and professional development.

Whether you're transcribing surgical demonstrations with complex anatomical terminology, computer science lectures with framework-specific vocabulary, legal content with precise statutory language, or business training with company-specific jargon, custom dictionaries help your transcripts reflect the accuracy your content demands.

Available Now for All Recap Workspaces

Custom dictionary support is available immediately for all Recap workspaces. Admins may access workspace settings to upload your first custom dictionary and start experiencing improved transcription accuracy for specialized content.

Contact us to learn more about custom dictionaries →

About Recap Innovations

Recap Innovations provides comprehensive video accessibility solutions for educational institutions and enterprises. Our platform combines AI-powered automation with professional-grade quality for captions, transcripts, audio descriptions (standard/extended modes), translations, voiceovers, and live captioning. With native integrations across major video platforms and Learning Management Systems, we help organizations meet accessibility requirements while serving diverse global audiences. We are the leading platform to offer AI solutions for all time-based media requirements of the Web Content Accessibility Guidelines (WCAG) at the 2.1 AA level.

For more information, visit recap-innovations.com or contact our team at sales@recap-innovations.com.