EXCEEDS logo
Exceeds
Jeongkyu Roh

PROFILE

Jeongkyu Roh

Developed a targeted keyword boosting feature for streaming speech-to-text in the livekit/agents repository, focusing on the sommers_ko model. The solution enables users to specify keywords with individual boost scores, enhancing recognition of critical terms during live transcription. Leveraging Python for backend and API development, the implementation included robust input validation to enforce keyword constraints and maintain data quality. This work improved real-time transcription accuracy for domain-specific vocabulary and established a foundation for future keyword-driven tuning across the streaming pipeline. The feature was fully integrated into the existing STT path, supporting more precise and adaptable audio processing workflows.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

1Total
Bugs
0
Commits
1
Features
1
Lines of code
81
Activity Months1

Work History

January 2026

1 Commits • 1 Features

Jan 1, 2026

January 2026 — Delivered a targeted keyword boosting capability for streaming STT in the livekit/agents repository, specifically tuned for the sommers_ko model. This feature enables users to specify keywords with associated boost scores to improve recognition of critical terms during live transcription. Implemented input validation to enforce keyword constraints, ensuring data quality and preventing misconfigurations. The work enhances real-time transcription accuracy for domain terms and establishes a foundation for keyword-driven tuning across the streaming pipeline.

Activity

Loading activity data...

Quality Metrics

Correctness100.0%
Maintainability80.0%
Architecture80.0%
Performance80.0%
AI Usage40.0%

Skills & Technologies

Programming Languages

Python

Technical Skills

API developmentbackend developmentspeech recognition

Repositories Contributed To

1 repo

Overview of all repositories you've contributed to across your timeline

livekit/agents

Jan 2026 Jan 2026
1 Month active

Languages Used

Python

Technical Skills

API developmentbackend developmentspeech recognition