Reverb is an open-source inference codebase for speech recognition and speaker segmentation models, utilizing the WeNet framework for ASR and the Pyannote framework for speaker segmentation. It offers detailed model descriptions and allows users to download models from Hugging Face. Reverb aims to provide developers and researchers with high-quality tools for various speech processing tasks.

Sherpa-onnx is a speech recognition and speech synthesis project based on the next-generation Kaldi, utilizing onnxruntime for inference. It supports a wide range of speech-related functionalities, including automatic speech recognition (ASR), text-to-speech (TTS), speaker recognition, speaker verification, language identification, and keyword detection. It is compatible with various platforms and operating systems, including embedded systems, Android, iOS, Raspberry Pi, RISC-V, and servers.

I2VEdit is an innovative video editing technology that extends the editing of a single frame to the entire video through a pre-trained image-to-video model. This technology can adaptively maintain the visual and motion integrity of the source video and effectively handle global editing, local editing, and moderate shape changes, which existing methods cannot achieve. The core of I2VEdit includes two main processes: rough motion extraction and appearance refinement, which are precisely adjusted through coarse-grained attention matching. In addition, a skip interval strategy is introduced to mitigate the quality degradation in the automatic regression generation process of multiple video segments. Experimental results show that I2VEdit's superior performance in fine-grained video editing demonstrates its ability to produce high-quality, temporally consistent output.

WhisperFusion is a product powered by WhisperLive and WhisperSpeech functionalities. It enables seamless AI conversation by integrating the Mistral large language model (LLM) into the real-time speech-to-text process. Both Whisper and LLM are optimized with the TensorRT engine to maximize performance and real-time processing capabilities. WhisperSpeech utilizes torch.compile for optimization. The product is focused on delivering an ultra-low latency AI real-time conversation experience.

The Sieve Eye Contact Correction API is a fast and high-quality solution designed for developers, enabling eye contact correction in videos. This technology redirects eye gaze, allowing video subjects to simulate eye contact with the camera even when not directly facing it. It supports various customization options to fine-tune eye gaze redirection while preserving natural blinking and head movements, and introduces a random 'look away' feature to prevent a fixed gaze. Additionally, it offers split-screen views and visualization options for easy debugging and analysis. This API is primarily aimed at video creators, online education providers, and anyone looking to enhance video communication quality. The pricing is $0.10 per minute of video.

Reverb is an open-source inference codebase for speech recognition and speaker segmentation models, utilizing the WeNet framework for ASR and the Pyannote framework for speaker segmentation. It offers detailed model descriptions and allows users to download models from Hugging Face. Reverb aims to provide developers and researchers with high-quality tools for various speech processing tasks.

Sherpa-onnx is a speech recognition and speech synthesis project based on the next-generation Kaldi, utilizing onnxruntime for inference. It supports a wide range of speech-related functionalities, including automatic speech recognition (ASR), text-to-speech (TTS), speaker recognition, speaker verification, language identification, and keyword detection. It is compatible with various platforms and operating systems, including embedded systems, Android, iOS, Raspberry Pi, RISC-V, and servers.

Developed by Kuaishou, KuaiYing is a video editing application that offers a comprehensive suite of video editing features, including cutting, audio, subtitles, special effects, and more. It aims to help users easily create engaging and professional video content. It features an AI-powered anime video function that can transform videos into anime styles, offering various options like anime style, national style, and Japanese anime style. Additionally, KuaiYing boasts AI creation tools such as AI drawing, AI text-to-image, and an AI copywriting library to assist users in their creative endeavors. KuaiYing also provides a creative center to help users view data, find inspiration, and offers a powerful resource library including stickers and trending content to enhance user engagement.

Underlord is an AI-driven video and podcast editing assistant within the Descript platform. It simplifies the video and audio content editing process through a series of intelligent editing tools, boosting both productivity and quality. Underlord is committed to making creative work smoother with AI technology while minimizing the tediousness of post-production editing.

I2VEdit is an innovative video editing technology that extends the editing of a single frame to the entire video through a pre-trained image-to-video model. This technology can adaptively maintain the visual and motion integrity of the source video and effectively handle global editing, local editing, and moderate shape changes, which existing methods cannot achieve. The core of I2VEdit includes two main processes: rough motion extraction and appearance refinement, which are precisely adjusted through coarse-grained attention matching. In addition, a skip interval strategy is introduced to mitigate the quality degradation in the automatic regression generation process of multiple video segments. Experimental results show that I2VEdit's superior performance in fine-grained video editing demonstrates its ability to produce high-quality, temporally consistent output.

FocuSee automatically tracks cursor movement and applies dynamic zoom effects, saving you valuable time and effort. Suitable for demos, tutorials, promotional videos and more.

Adobe Premiere Pro is a powerful video editing software that integrates AI technology to simplify complex editing tasks and accelerate the editing process. The software provides features such as text-based editing, AI-powered audio classification, speech-to-text, voice enhancement, scene detection, auto-color adjustment, shape transformation, color matching, automatic audio adjustment, and automatic reconstruction, significantly improving editing efficiency and creative possibilities. Premiere Pro is suitable for editing everything from social media short videos to feature films, helping users save time and focus on creativity and storytelling. Later this year, Adobe Premiere Pro plans to introduce third-party AI model functionality, enabling editors to choose the models that best suit their footage and enhancing the editing experience. These AI models include Sora from OpenAI, Runway AI's video models, and Pika's video models. Furthermore, Premiere Pro will offer content verification features to help users understand whether they have used AI and which model was used in their media creation.