Mayur Sirwani developed multilingual transcription functionality for the pipecat-ai/pipecat repository by integrating language detection into the ElevenLabsRealtimeSTTService. Using Python and backend development skills, Mayur enabled real-time transcription of audio in multiple languages, addressing the challenge of supporting global use cases and improving data capture for multilingual content. The implementation involved API integration and careful alignment with code review feedback, reflecting a focus on code quality and maintainability. By streamlining the language detection process within the existing STT pipeline, Mayur’s work reduced downstream translation requirements and laid the groundwork for broader internationalization in pipecat’s audio processing capabilities.