MMAudio is a CVPR 2025 project for video-to-audio synthesis that generates synchronized audio from video and/or text inputs. It uses multimodal joint training and a synchronization module to align generated audio with video frames. A pretrained large_44k_v2 model is used by default, with inference around 6GB of GPU memory in 16-bit mode.
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Discover open source deep learning code and pretrained models.
Mustafa Kemal University out in Antakya, Türkiye is pretty great for Economics, Econometrics and Finance and Social Sciences.
National Chengchi University, based in Taipei, Taiwan, is pretty great for Economics, Econometrics and Finance and Social Sciences.
National Formosa University, right in Douliu, Taiwan, is pretty great for Energy, Chemistry and Computer Science.
National Taitung University, located in Taitung, Taiwan, is pretty great for Computer Science.
NeuroNER is a program that performs named-entity recognition using neural networks. It relies on Python 3 and TensorFlow 1.0+, optionally uses the BRAT annotation tool, and provides installation instructions, sample datasets and pretrained models.
New Mexico State University, tucked away in Las Cruces, United States, is pretty great for Chemistry, Environmental Science and Social Sciences.
Nguyen Tat Thanh University down in Ho Chi Minh City, Vietnam is pretty great for Energy, Environmental Science and Medicine.
Normandie Universite (Caen, France) is pretty great for Chemistry, Biochemistry, Genetics and Molecular Biology and Environmental Science.
North University of China, located in Taiyuan, China, is pretty great for Earth and Planetary Sciences, Environmental Science and Chemistry.
Northeast Forestry University in Harbin, China is pretty great for Agricultural and Biological Sciences, Chemistry and Environmental Science.
Northeast Petroleum University, tucked away in Daqing, China, is pretty great for Earth and Planetary Sciences, Energy and Environmental Science.
Occidental College, right in Los Angeles, United States, is pretty great for Earth and Planetary Sciences, Social Sciences and Psychology.
OpenModelDB is a community-driven database of AI upscaling models, intended as a way to find and compare models. It distributes pretrained model files and describes upscaling as increasing image or video resolution with machine learning.
P-tuning v2 is an optimized deep prompt tuning strategy that applies continuous prompts to every layer input of a pretrained transformer. It is described as comparable to fine-tuning across scales and tasks.
PEFT is a library of parameter-efficient fine-tuning methods from Hugging Face. It adapts large pretrained models by fine-tuning only a small number of extra parameters instead of all model parameters, which decreases computational and storage costs. It is integrated with Transformers, Diffusers and Accelerate.
Petra Christian University, tucked away in Surabaya, Indonesia, is pretty great for Earth and Planetary Sciences and Physics and Astronomy.
Philipps-Universitat Marburg out in Marburg, Germany is pretty great for Psychology, Medicine and Biochemistry, Genetics and Molecular Biology.
pkuseg is a Python toolkit for multi-domain Chinese word segmentation, based on a 2019 paper. It provides pretrained models for news, web, medicine, tourism, and mixed domains, and supports user-trained models and part-of-speech tagging. It is distributed under the MIT license.
Posts and Telecommunications Institute of Technology down in Hà Đông, Vietnam is pretty great for Engineering, Computer Science and Mathematics.
Project Wallace is a web-based CSS analyzer that examines stylesheets for complexity, specificity, performance and design tokens. Users paste a URL or raw CSS to receive a full analysis, a quality score, a design token audit and a custom property inspector, plus a cascade layer visualizer. Standalone tools include a CSS prettifier, minifier, diff viewer and specificity calculator.
Pusan National University up in Busan, South Korea is pretty great for Economics, Econometrics and Finance and Computer Science.
Qassim University up in Buraidah, Saudi Arabia is pretty great for Mathematics, Computer Science and Social Sciences.