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21 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
Foundational Models for State-of-the-Art Speech and Text Translation
Multi-Joint dynamics with Contact. A general purpose physics simulator.
Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding
Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
A self-organizing file system with llama 3
An Open Source text-to-speech system built by inverting Whisper.
Automatic Speech Recognition with Speaker Diarization based on OpenAI Whisper
A denoising autoencoder + adversarial losses and attention mechanisms for face swapping.
Singing Voice Conversion via diffusion model
Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads
This repos contains notebooks for the Advanced Solutions Lab: ML Immersion
Simple UI for LLM Model Finetuning
Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more
Noise reduction in python using spectral gating (speech, bioacoustics, audio, time-domain signals)
Official Pytorch Implementation for "MultiDiffusion: Fusing Diffusion Paths for Controlled Image Generation" presenting "MultiDiffusion" (ICML 2023)
Official Implementation of Paella https://arxiv.org/abs/2211.07292v2
Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting (NeurIPS 2019)
Music Recommender System
EMNLP 23 - Integrating Whisper Encoder to LLaMA Decoder for Generative ASR Error Correction
[ICCV 2019] Depth Hints are complementary depth suggestions which improve monocular depth estimation algorithms trained from stereo pairs
A dataset of 222 digital musical scores aligned with 1068 performances (more than 92 hours) of Western classical piano music.
Korean Multi-task Instruction Tuning
Repository for TorchSharp examples and tutorials.