![]() The swag was just the cherry on top of a festive celebration that was the whole conference-a true developer's delight!Ī special thanks to S K Roshan for inviting me to his insightful talk. Your dedication to fostering a community of developers is truly commendable Awaiting the results with bated breath!Ī massive shout-out to the organisers, Somasundaram Mahesh, Naveen S and GDG Chennai team, for orchestrating such a grand #fest. What a journey it's been at #DevFest2023! □ From connecting with an inspiring group of developers to participating in the Women Techmakers (WTM) #pitchathon with my project #GymAI, every moment has been nothing short of exhilarating. #SilentSpeechRecognition #IBM #HackChallenge2023 #Python #Tensorflow #Numpy #MachineLearning #ArtificialIntelligence #HumanMachineInteraction #3DCNN #GRU #deeplearning #deeplearningai □ Stay tuned for updates as I continue to refine this model for real-time interaction, and feel free to reach out if you're interested in learning more or collaborating! Incorporating more complex features like facial expressions for even better accuracy.Investigating other architectures like LSTM and Transformer models. ![]() Optimized the system for various sequence lengths and vocab sizes.Tackled challenges like mismatched tensor sizes and text sequence alignment.For the audio/l16 format, you can optionally specify the endianness ( endianness) of the audio: endianness=big-endian or endianness=little-endian.□ Excited to unveil my latest project, developed for the IBM Hack Challenge 2023: Silent Speech Recognition using 3D CNN and GRU □ĭeveloping a Silent Speech Recognition (SSR) system that converts video frames of silent articulation into text, opening up groundbreaking possibilities for human-machine interaction. ![]() Some formats restrict the sampling rate to certain values, as noted. A specified sampling rate must lie in the range of 8 kHz to 192 kHz. You must specify a sampling rate for the audio/alaw, audio/l16, and audio/mulaw formats.
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