oss-slu/SpeechTranscription
Feb 2025 – Nov 2025
7 Months active
Languages Used
Git ConfigurationGit configPythonTkinterYAML
Technical Skills
Audio Playback ControlAudio ProcessingCode OrganizationCode RefactoringCustomTkinterCustomization
Risha Bhosekar
PROFILE
Risha Bhosekar
Rohan Bhosekar developed and maintained the oss-slu/SpeechTranscription repository over seven months, delivering features such as color-coded transcription with speaker differentiation, real-time progress feedback, and GUI-based audio session management. He applied Python and Tkinter to build modular, user-focused workflows, integrating audio processing, threading, and data visualization for responsive interfaces. Rohan improved backend reliability by refactoring code, enhancing error handling, and aligning submodules for maintainability. He also strengthened CI/CD pipelines using GitHub Actions and YAML, packaging NLP resources for robust cross-platform builds. His work addressed long-form audio challenges, improved session lifecycle management, and ensured scalable, maintainable code for future development.
Overall Statistics
Feature vs Bugs
58%Features
Repository Contributions
67Total
Bugs
13
Commits
67
Features
18
Lines of code
5,847
Activity Months7
Your Network
54 peopleSame Organization
@slu.edu39
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Leah BMember
Work History
November 2025
1 Commits • 1 Features
Nov 1, 2025November 2025 monthly summary for oss-slu/SpeechTranscription: Delivered GUI-based Audio Session Deletion, enabling users to delete audio sessions via the interface with improved logging for debugging. This feature enhances session lifecycle management and observability, reducing manual overhead for users and accelerating issue diagnosis. Implemented in commit 4bb2a04ac2c04c470f7db111e3dd50ed8e55159f. No additional major bug fixes were released this month. Overall impact includes improved user productivity, better session governance, and faster debugging cycles. Technologies/skills demonstrated include GUI integration, logging instrumentation, Git-based release practices, and cross-functional collaboration.
1 Commits • 1 Features
Nov 1, 2025November 2025 monthly summary for oss-slu/SpeechTranscription: Delivered GUI-based Audio Session Deletion, enabling users to delete audio sessions via the interface with improved logging for debugging. This feature enhances session lifecycle management and observability, reducing manual overhead for users and accelerating issue diagnosis. Implemented in commit 4bb2a04ac2c04c470f7db111e3dd50ed8e55159f. No additional major bug fixes were released this month. Overall impact includes improved user productivity, better session governance, and faster debugging cycles. Technologies/skills demonstrated include GUI integration, logging instrumentation, Git-based release practices, and cross-functional collaboration.
November 2025
October 2025
9 Commits • 2 Features
Oct 1, 2025October 2025 (oss-slu/SpeechTranscription) focused on delivering core language-processing reliability and cross-platform build stability. Key initiatives included packaging NLTK data and NLP resources into SpeechTranscription builds (including frozen executables) to enable more accurate grammar checking and richer CI/CD logging, and hardening the macOS CI/CD workflow with robust dependency installation, artifact handling, and improved logging. Branch-based triggers were introduced to streamline releases and reduce manual intervention. The combined effort improves release confidence, cross-platform consistency, and observability across the pipeline.
October 2025
9 Commits • 2 Features
Oct 1, 2025October 2025 (oss-slu/SpeechTranscription) focused on delivering core language-processing reliability and cross-platform build stability. Key initiatives included packaging NLTK data and NLP resources into SpeechTranscription builds (including frozen executables) to enable more accurate grammar checking and richer CI/CD logging, and hardening the macOS CI/CD workflow with robust dependency installation, artifact handling, and improved logging. Branch-based triggers were introduced to streamline releases and reduce manual intervention. The combined effort improves release confidence, cross-platform consistency, and observability across the pipeline.
September 2025
3 Commits • 1 Features
Sep 1, 2025Monthly summary for 2025-09 - oss-slu/SpeechTranscription. Focused on improving transcription timing accuracy and diarization alignment, delivering robust, long-file support and improved playback syncing. Key changes include millisecond-precision absolute timestamps, removal of unconditional time shifts, better handling of long audio lengths, and warnings for potential early cutoffs. Codebase refactor improved maintainability and future scalability. Business value: higher transcription reliability, reduced manual review, and better user trust for long-form recordings.
3 Commits • 1 Features
Sep 1, 2025Monthly summary for 2025-09 - oss-slu/SpeechTranscription. Focused on improving transcription timing accuracy and diarization alignment, delivering robust, long-file support and improved playback syncing. Key changes include millisecond-precision absolute timestamps, removal of unconditional time shifts, better handling of long audio lengths, and warnings for potential early cutoffs. Codebase refactor improved maintainability and future scalability. Business value: higher transcription reliability, reduced manual review, and better user trust for long-form recordings.
September 2025
May 2025
4 Commits • 2 Features
May 1, 2025Month: 2025-05 — Performance review-ready summary for oss-slu/SpeechTranscription. Deliverables centered on user-facing UX improvements for audio transcription, reliability enhancements, and maintenance work that reduces future risk.
May 2025
4 Commits • 2 Features
May 1, 2025Month: 2025-05 — Performance review-ready summary for oss-slu/SpeechTranscription. Deliverables centered on user-facing UX improvements for audio transcription, reliability enhancements, and maintenance work that reduces future risk.
April 2025
15 Commits • 4 Features
Apr 1, 2025April 2025 (2025-04) monthly delivery for oss-slu/SpeechTranscription focusing on user-facing transcription enhancements, stability, and maintainability. Delivered a cohesive set of features across UI, audio playback, and GUI architecture, enabling faster transcription workflows and easier future iterations. The work improves UX, reduces runtime risks, and lays a robust foundation for upcoming features and performance improvements.
15 Commits • 4 Features
Apr 1, 2025April 2025 (2025-04) monthly delivery for oss-slu/SpeechTranscription focusing on user-facing transcription enhancements, stability, and maintainability. Delivered a cohesive set of features across UI, audio playback, and GUI architecture, enabling faster transcription workflows and easier future iterations. The work improves UX, reduces runtime risks, and lays a robust foundation for upcoming features and performance improvements.
April 2025
March 2025
9 Commits • 1 Features
Mar 1, 2025March 2025 – oss-slu/SpeechTranscription: Delivered a user-focused upgrade to audio transcription with real-time progress feedback and GUI enhancements, paired with a targeted bug fix to ensure progress updates reflect correctly. The changes span the Audio Transcription feature group and a GUI callback fix, implemented across multiple commits in the repository. Overall, the work improves user experience, reliability, and scalability of the transcription workflow.
March 2025
9 Commits • 1 Features
Mar 1, 2025March 2025 – oss-slu/SpeechTranscription: Delivered a user-focused upgrade to audio transcription with real-time progress feedback and GUI enhancements, paired with a targeted bug fix to ensure progress updates reflect correctly. The changes span the Audio Transcription feature group and a GUI callback fix, implemented across multiple commits in the repository. Overall, the work improves user experience, reliability, and scalability of the transcription workflow.
February 2025
26 Commits • 7 Features
Feb 1, 2025February 2025 performance: Delivered a modular transcription workflow with color-coded transcription and speaker differentiation, configured and integrated the SpeechTranscription submodule, and stabilized the UI by syncing GUI with updated CTkXYFrame submodule refs. Also fixed critical submodule issues (CTkXYFrame URL and latest references) and improved testing and developer workflow. Dev-environment hygiene was enhanced by ignoring nltk_data and adopting a commit-before-pull workflow. Overall, these efforts increased maintainability, reduced integration risk, and accelerated delivery of transcription features and UI stability to users.
26 Commits • 7 Features
Feb 1, 2025February 2025 performance: Delivered a modular transcription workflow with color-coded transcription and speaker differentiation, configured and integrated the SpeechTranscription submodule, and stabilized the UI by syncing GUI with updated CTkXYFrame submodule refs. Also fixed critical submodule issues (CTkXYFrame URL and latest references) and improved testing and developer workflow. Dev-environment hygiene was enhanced by ignoring nltk_data and adopting a commit-before-pull workflow. Overall, these efforts increased maintainability, reduced integration risk, and accelerated delivery of transcription features and UI stability to users.
February 2025
Activity
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Quality Metrics
Correctness81.8%
Maintainability82.2%
Architecture75.2%
Performance73.6%
AI Usage22.6%
Skills & Technologies
Programming Languages
Git ConfigurationGit configPythonTkinterYAML
Technical Skills
Audio Playback ControlAudio ProcessingBackend DevelopmentCI/CDClass RefactoringCode OrganizationCode RefactoringConfiguration ManagementContinuous IntegrationCustom Tkinter WidgetsCustom Widget CreationCustom Widget DevelopmentCustomTkinterCustomizationData Formatting
Repositories Contributed To
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