Discover and read the best of Twitter Threads about #SpeechRecognition
Most recents (3)
🧵1/9 A deep dive into the history of #Backpropagation: A key technique in training multilayer architectures for neural networks. This powerful method revolutionized the way we train AI systems, leading to major breakthroughs in various domains. 🤖#DataScience #DeepLearning #AI 
🧵2/9 #Backpropagation is based on a simple concept: use gradient descent to optimize multilayer networks. By applying the chain rule for derivatives, it computes gradients efficiently, leading to optimized weight configurations in each layer of the network. #DataScience #AI
🧵3/9 The shift to Rectified Linear Units (ReLU) accelerated learning in deep networks, allowing training without unsupervised pre-training. This non-linear activation function proved more effective than its smoother predecessors like tanh(z) or 1/(1+exp(−z)). #ReLU #DataScience
Open Source Alert: Very excited to announce we are open sourcing Vakyash, a speech recognition framework to democratize speech recognition in Indic Languages.
Some key features:
1. End to end training and experimentation platform built on top of @facebookai Wav2Vec 2.0.
Some key features:
1. End to end training and experimentation platform built on top of @facebookai Wav2Vec 2.0.
2. State of the art pretrained and finetuned models in 8 Indic languages including some low resource languages.
(Hindi, Indian English, Kannada, Marathi, Odia, Tamil, Telugu and Gujarati)
(Hindi, Indian English, Kannada, Marathi, Odia, Tamil, Telugu and Gujarati)
3. KenLM based language models including text data for all the above languages
4. Intelligent data pipelines to generate training data for any end to end speech recognition framework (recipes include language identification, speaker clustering and gender identification)
4. Intelligent data pipelines to generate training data for any end to end speech recognition framework (recipes include language identification, speaker clustering and gender identification)
#RaspberryPi Zero W Brian bot coming along, going to test out his head later via my OakPi laptop and a little python test script. Heat shrink over LED connections inside the head and wires through head connector allowing movement. RGB eye LED’s @mrdavidjwatts
A little python test script to test Brian’s head. Just for testing purposes poked wires into jumper cables
