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Gesture to Speech Using CNN and Python: A Real-Time System for Sign Language Translation

by Dhanus Mani
Save 14% Save 14%
Current price ₹3,823.00
Original price ₹4,459.00
Original price ₹4,459.00
Original price ₹4,459.00
(-14%)
₹3,823.00
Current price ₹3,823.00

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Book cover type: Paperback
  • ISBN13: 9789999330268
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Eliva Press
  • Publisher Imprint: Eliva Press
  • Publication Date:
  • Pages: 68
  • Original Price: USD 45.5
  • Language: English
  • Edition: N/A
  • Item Weight: 105 grams
  • BISAC Subject(s): General

A system designed to convert hand sign gestures into voice and text using a Python- based Convolutional Neural Network (CNN) model offers a robust solution for bridging communication gaps. This system leverages computer vision techniques to capture hand gestures, which are then processed by a trained CNN model for recognition. The recognized gestures are subsequently converted into textual output and further synthesized into speech using text-to-speech (TTS) libraries. This approach provides a real- time, accessible method for individuals using sign language to communicate with those unfamiliar with it, enhancing inclusivity and understanding.

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