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Deep Learning with PolyAI072: Introducing Owl: PolyAI's in-house speech recognition modelSend us a textGuest host Meghan Berton and VP of Engineering Razvan Kusztos cover the release of PolyAI's Owl ASR model, while dishing goss on the intricacies of developing high-performing speech recognition models. They discuss the significance of in-house SLU tech, the challenges of ensuring accuracy across different accents and environments, and the benefits of using synthetic data. The conversation also covers the cultural nuances in text to speech models and how Poly AI leverages partnerships with companies like NVIDIA for enhanced model performance. Follow PolyAI on LinkedInWatch this and other episodes o...2025-05-2321 minDeep Learning with PolyAI019: How practically safeguarding generative AI works IRLSend us a textKylie Whitehead and Meghan Berton discuss the importance of implementing guardrails to limit a system to its intended scope and ensure the generated outputs are safe. They also touch on topics like user input filtering, hybrid generative AI solutions, hallucination management, and preventing offensive or biased responses. These and highlighting challenges and opportunities of using generative AI in voice assistants and the importance of continuously improving and refining the technology - in today's episode!Follow PolyAI on LinkedInWatch this and other episodes of the Deep Learning pod on YouTube2024-02-0126 min