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feature extraction from speech signals
Steps in assessing stress using speech include,actively recording an audio. And various features of the audio signal (e.g., pitch, jitter, energy, speaking rate, length, and number of pauses) are t…
This library provides common speech features for ASR including MFCCs and filterbank energies.
Image-based estimation of the heart ventricular volume using deep learning and Gaussian process
Capstone Project for Columbia MSDS Program with Dr.Hemant Palivela
Code for "Aligning Linguistic Words and Visual Semantic Units for Image Captioning", ACM MM 2019
Histopathological Image Classification with Cell Morphology Aware Deep Neural Networks
This is the code for "Ultrasound Report Generation with Cross-Modality Feature Alignment via Unsupervised Guidance"
Final Project for Duke University BME590D: Deep Learning Applications in Healthcare
The implementation of "End-to-End Multi-Task Learning with Attention" [CVPR 2019].
A Tensorflow implementation of the paper arXiv:1604.03539
Code repository for Ahn et al (2023) "Co-attention spatial transformer network for unsupervised motion tracking and cardiac strain analysis in 3D echocardiography" Medical Image Analysis
Chinese and English multimodal conversational language model | 多模态中英双语对话语言模型
Use PEFT or Full-parameter to finetune 300+ LLMs or 60+ MLLMs. (Qwen2, GLM4v, Internlm2.5, Yi, Llama3.1, Llava-Video, Internvl2, MiniCPM-V-2.6, Deepseek, Baichuan2, Gemma2, Phi3-Vision, ...)
Integrated Image-based Deep Learning and Language Models for Primary Diabetes Care
EVA Series: Visual Representation Fantasies from BAAI
Open-sourced codes for MiniGPT-4 and MiniGPT-v2 (https://minigpt-4.github.io, https://minigpt-v2.github.io/)
This repo holds the code for: {Transformer-based Spatio-temporal Analysis for Automatic Classification of Aortic Stenosis Severity from B-mode Ultrasound Cine Series}.
The implemented code of RAMEM, Real-time Automatic M-mode Echocardiography Measurement with Panel Attention from Local-to-Global Pixels.
Model Code Implementation in Keras from the ConFormer Research Paper
Deformable DETR: Deformable Transformers for End-to-End Object Detection.