Abstract Over the past decade, the field of Speech Generation has seen significant progress in enhancing speech quality and naturalness. Despite these advancements, persistent challenges such as speech noise, limited high-quality data availability, and the[…]
Abstract Natural language provides an intuitive and powerful interface to access knowledge at scale. Modern language systems draw information from two rich knowledge sources: (1) information stored in their parameters during massive pretraining and (2)[…]
Abstract The speech field is evolving to solve more challenging scenarios, such as multi-channel recordings with multiple simultaneous talkers. Given the many types of microphone setups out there, we present the UniX-Encoder. It’s a universal[…]
Abstract Large Language Models (LLMs) have demonstrated remarkable capabilities across various domains. However, it is still very challenging to build highly-reliable applications with LLMs that support specialized use cases. LLMs trained on web data often[…]
