Senior SW Engineer, Machine Learning
Cambridge, England, United Kingdom
Roku
Roku Voice team is looking for ambitious experienced machine learning engineers with a background in one or more of the following areas: artificial intelligence, natural language understanding, machine learning, automated speech recognition, conversational systems and building large scale production systems. You have a once in a lifetime … experience in building challenging production systems, especially in commercial Speech Recognition systems Strong CS fundamentals, with the ability to write algorithms with ease Deep understanding of DNN/HMM based systems like Kaldi Experience in ASR systems with modern End2End architecture Hands-on experience in Acoustic Modelling with different … Neural Network architectures and frameworks like Pytorch and TensorFlow Experience in language model training and adaptation pipeline. Experience in lattice rescoring with RNN or LLM models Deep understanding of decoding algorithms; WFST based decoders is preferred Experience with Transformer based G2P models and training them for different languages more »
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