We will end with an overview of Rev's current research efforts and future plans. We will cover several different model architectures for ASR, exploring the impact of modeling choices on accuracy, speed, and the ease of implementing additional features like word timings and customization. In this talk, we will discuss the state-of-the-art in deep neural network models for speech recognition and how Rev has built the world's best English ASR engine. Rev has turned transcription into a 'virtuous cycle' between human transcribers and automatic speech recognition (ASR) - automatically-generated first drafts make humans more efficient and human-edited transcripts are used to train better and better ASR models.

Rev.com is one of the world's largest transcription companies by volume, processing over 2500 hours of audio and video every day.

Today, Amir focuses on 3D Computer Vision, Deep Learning and Data Pipeline for autonomous vehicles perception. Before working at Innoviz, Amir served in the IDF's Military Intelligence Corps, leading a team of 100+ engineers to develop new, novel systems solutions. With more than a decade of experience executing complex, multi-disciplinary technology projects from conception to production, Amir's team developed Innoviz's perception software (InnovizAPP) from scratch, focusing on deep learning and software infrastructure as a means to interpret Innoviz's rich point cloud data. Omer holds a BSc and MSc in Electrical Engineering and an MBA, all from Tel Aviv University.Īmir Day is the Director for Computer Vision at Innoviz Technologies. Prior to founding Innoviz, Omer served as an officer in the elite IDF intelligence Unit 81, and held senior leadership roles at various companies. Last year, Keliaf took his company public through a SPAC merger with Collective Growth Corporation, raising over $370 million.

As Co-Founder and CEO of Innoviz Technologies, Omer is working tirelessly to bring safe AVs to consumer markets by delivering high-performance, automotive-grade LiDAR and perception software to automakers at mass market prices. Omer Keilaf has spent the greater part of the past two decades driving cutting edge technologies from inception to commercialization. Amir Day, Innoviz director of computer vision, will then match these requirements with accompanying perception software challenges and share experiences from how Innoviz solves them. Innoviz CEO Omer Keilaf will offer an introduction to automotive requirements that carmakers ask for in order to meet their targets.

For example, they must consider impaired vision caused by weather, lighting, and other adverse road conditions, including slopes and curvatures from potholes or hills. Mass production is a major challenge for automakers set on delivering safe automated driving.

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