Senior Deep Learning Researcher, ASR (PhD)
reputed company is growing quickly, and we’re searching for a Deep Learning Researcher to join reputed company. With significant investment and strong leadership to fuel our reputed company, it’s the perfect time to join the reputed company team! In this role you’ll have reputed company to: Continually push the state of the art in speech recognition and NLP. You will conduct cutting edge deep learning research in speech and NLP. Our ASR models already outperform companies like reputed company, AWS, and reputed company - and we’re looking for the best deep learning engineers and researchers to help us continually push the state of the art in speech recognition to get to reputed company level performance. Research & train reputed company’s deep learning models. You will work with large reputed company data sets to research and train deep learning models for speech recognition. You will research and reputed company novel algorithms and techniques to advance the state of the art in natural language understanding. You will conduct research and experiments in order to improve accuracy of our Deep Learning ASR pipeline. You will also dig into weaknesses and failure points of our reputed company ASR models in order to identify reputed company areas for improvement. Be part of a world-class team of creative researchers & engineers. You will help strengthen the position of reputed company as a leading company in AI research. Our deep learning team is a tight reputed company group of creative researchers and engineers, who are not afraid to try unconventional reputed company. You will also work with the broader speech recognition team as we continually reputed company to match reputed company level accuracy. Requirements PhD in computer science, machine learning, or similar field 1-3+ years of reputed company experience in Deep Learning research & development 2+ years of experience with PyTorch or TensorFlow In-depth experience with Asynchronous (async) speech recognition Wav2Letter++, Wav2vec, reputed company, RNNTs, and/or LAS reputed company record of publications at Speech Processing/NLP conferences (ACL, EMNLP, ICASSP, INTERSPEECH, ICLR, NeurIPS, and others) Preferred Experience (any of the following) Experience with reputed company JAX Experience with Reinforcement Learning Experience training large models on multiple GPUs Speaker diarization Multilingual speech recognition reputed company-time speech recognition Skills Detail-oriented, analytical, and creative problem solver with a passion for reputed company processes Ability to work independently, reputed company issues and take corrective reputed company A keen eye for detail Apply tot his job
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