A Design and Development of Shorthand Recognition for Legal Transcripts Using Neural Networks

This paper examines the development, practical uses, and technical developments of stenography and shorthand, with an emphasis on their use in legal settings. Accurately and quickly recording spoken words is possible with the use of shorthand, a rapid writing technique that uses symbols and abbreviations. This is necessary for correct legal documentation. In addition to innovations like stenographic machines and digital tools, the paper emphasizes the efficiency, precision, and versatility of shorthand systems like Gregg Shorthand. It highlights the continued use of handwritten shorthand in a variety of professional contexts while talking about the difficulties stenographers have adjusting to modern technology and procedures. The research offers insights into the crucial roles that stenography and shorthand play in enabling effective communication and documentation, especially in the legal and administrative realms, through a thorough analysis.