lemonade-sdk/lemonade
Apr 2026 – Apr 2026
1 Month active
Languages Used
C++Python
Technical Skills
C++ developmentPython testingWebSocket communicationreal-time audio processing
Michael Burch
PROFILE
Michael Burch
Worked on the lemonade-sdk/lemonade repository to implement a manual transcription mode with explicit Voice Activity Detection (VAD) control, focusing on deterministic transcription timing for client pipelines. The approach involved disabling real-time VAD in manual commit workflows and introducing a configuration option to set turn detection to null, allowing precise control over audio input and preventing automatic speech boundary detection. Maintained and restored relevant Python tests to ensure stability of the new manual mode. Utilized C++ for core development, Python for testing, and leveraged WebSocket communication and real-time audio processing to enhance reliability and flexibility in manual transcription workflows.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
1Total
Bugs
0
Commits
1
Features
1
Lines of code
243
Activity Months1
Work History
April 2026
1 Commits • 1 Features
Apr 1, 2026April 2026: Implemented Manual Transcription Mode with Explicit VAD Control in lemonade SDK, adding a configuration option to set turn_detection to null and disabling real-time VAD for manual commit workflows. This enables deterministic transcription timing and finer control over audio input for manual workflows, improving reliability in client pipelines.
1 Commits • 1 Features
Apr 1, 2026April 2026: Implemented Manual Transcription Mode with Explicit VAD Control in lemonade SDK, adding a configuration option to set turn_detection to null and disabling real-time VAD for manual commit workflows. This enables deterministic transcription timing and finer control over audio input for manual workflows, improving reliability in client pipelines.
April 2026
Activity
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Quality Metrics
Correctness100.0%
Maintainability80.0%
Architecture80.0%
Performance80.0%
AI Usage40.0%
Skills & Technologies
Programming Languages
C++Python
Technical Skills
C++ developmentPython testingWebSocket communicationreal-time audio processing
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