Hireio, Inc. | Algorithm Engineer, Audio Understanding Department of An Internet Giant
Detalhes do emprego
About the Team The speech team's mission is to empower content understanding, interaction, and creation across a global popular app and other products using speech and audio-related technologies. We focus on cutting-edge R&D in areas like speech & audio, music processing, natural language understanding, and multimodal deep learning. We are looking for top talents to work on these exciting technologies, integrate them into this global popular app and other products, and ultimately bring joy to our global user base! Responsibilities Conduct cutting-edge research and development in speech/audio foundation models. Contribute to the advancement of audio understanding, including multilingual speech recognition, speech translation, multimodal understanding, etc. Focus on and drive the practical application of relevant technologies in business scenarios, including but not limited to closed captions, voice dubbing, and video understanding. Qualifications Master's or PhD in computer science, mathematics, engineering, or related field. Experience in one or more areas of machine learning and deep learning, including but not limited to: Automatic Speech Recognition Automatic Speech Translation Speech/audio self-supervised learning and foundation models Speaker recognition and verification Speech emotion recognition Multimodal foundation models Large Language Model pretraining and fine-tuning Preferred Qualifications Publications in top-tier ML/DL venues such as NeurIPS, ICLR, ICML, AAAI, and speech venues such as ICASSP, ASRU, Interspeech. Deep understanding of Large Language models. Familiarity with distributed computing and large-scale model training. Familiarity with deep learning frameworks such as TensorFlow and PyTorch. Familiarity with engineering principles and best practices. Highly competent in algorithms and programming; strong coding skills in C/C++ and Python. Ability to work collaboratively in a fast-paced, multi-functional environment. #J-18808-Ljbffr
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