Job Description: Data scientist Speech AI Responsibilities: - Development of ASR engine using frameworks like Wav2vec or Deep Speech or using PyTorch or Tensorflow - Assist to define technology required for Speech to Text services besides core engine and to design integration of these technologies. - Work on improvement of model's accuracy and guide the team with best practices. Desired experience: - Excellent understanding of machine learning (ML) tools. - Should be well versed in classical speech processing methodologies like hidden Markov models (HMMs), Gaussian mixture models (GMMs), Artificial neural networks (ANNs), Language modeling, etc. - Hands-on experience of current deep learning (DL) techniques like Convolutional neural networks (CNNs), connectionist temporal classification (CTC), etc used for speech processing is essential. - The candidate should have hands-on experience and any of the end-to end implementation of ASR tools such as Wav2vec, Deep Speech, etc - Hands-on PyTorch and Tensorflow experience is desirable. - Experience in techniques used for resolving issues related to accuracy, noise, confidence scoring etc. - Strong background in Signal Processing desired. - Ability to implement recipes using scripting languages like bash - Ability to develop applications using python, c++, Java - Knowledge of Transformer Models like BERT-base. ELMo, ULM-FIT - Experience in CI/CD pipeline, MLOps processes - Hands-on deployment experience using cloud applications like AWS, GCP Qualifications: - ML, Knowledge of Speech Recognition frameworks such as Wav2vec or Deep Speech or other ASR models. - Hands-on experience of deep learning (DL) techniques like CNN, RNN, LSTM etc., AWS, GCP. - Ability to multi-task, organize, and prioritize work

Bangalore

Data Scientist - SpeechAI 

Job Description for Data Scientist - SpeechAI  in DEPLOI BUSINESS SERVICES PRIVATE LIMITED in  Bangalore for (7-14) years of experience. Apply Now!