Research Paper Presentation for a Conference

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This conference presentation delves into enhancing Automatic Speech Recognition (ASR) systems' efficacy within domain-specific contexts, particularly for industrial diagnostics. By introducing an innovative adaptation pipeline utilizing LoRA fine-tuning, the study showcases consistent performance improvements and reduced transcription errors. The discussion includes a comprehensive review of existing ASR self-improvement methods and highlights the role of parameter efficiency. Employing...