Repository Index

🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production

• python
• text-to-speech
• deep-learning
• speech

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

• pytorch
• resnet
• pretrained-models
• pretrained-weights

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

• artificial-intelligence
• attention-mechanism
• transformers
• computer-vision

Replace 'hub' with 'ingest' in any GitHub URL to get a prompt-friendly extract of a codebase

• ai
• code
• ingestion
• developer-tool

Easy-to-use Speech Toolkit including Self-Supervised Learning model, SOTA/Streaming ASR with punctuation, Streaming TTS with text frontend, Speaker Verification System, End-to-End Speech Translation and Keyword Spotting. Won NAACL2022 Best Demo Award.

• transformer
• conformer
• speech-translation
• streaming-asr

Amphion (/æmˈfaɪən/) is a toolkit for Audio, Music, and Speech Generation. Its purpose is to support reproducible research and help junior researchers and engineers get started in the field of audio, music, and speech generation research and development.

• audio-generation
• audio-synthesis
• audioldm
• music-generation

:robot: :speech_balloon: Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts)

• deep-learning
• text-to-speech
• python
• pytorch

LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath

vits2 backbone with multilingual-bert

• bert
• bert-vits2
• tts
• vits

VITS: Conditional Variational Autoencoder with Adversarial Learning for End-to-End Text-to-Speech

• tts
• text-to-speech
• pytorch
• deep-learning

Google AI 2018 BERT pytorch implementation

• bert
• transformer
• pytorch
• nlp

:stuck_out_tongue_closed_eyes: TensorFlowTTS: Real-Time State-of-the-art Speech Synthesis for Tensorflow 2 (supported including English, French, Korean, Chinese, German and Easy to adapt for other languages)

• speech-synthesis
• text-to-speech
• tensorflow2
• melgan

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

TorchXRayVision: A library of chest X-ray datasets and models. Classifiers, segmentation, and autoencoders.

• medical-imaging
• medical-ai
• deep-learning
• machine-learning

DNABERT: pre-trained Bidirectional Encoder Representations from Transformers model for DNA-language in genome

• kmer
• dnabert-model
• kmer-format
• gpu

Open-source AI interview assistant and meeting copilot: live answers during Zoom, Google Meet and Teams calls, on-device transcription, hidden from screen sharing. Free Cluely, Interview Coder and Final Round AI alternative for Windows, macOS, Linux.

• cluely-alternative
• electron
• interview-assistant
• llm

Junction Tree Variational Autoencoder for Molecular Graph Generation (ICML 2018)

LEDNet: A Lightweight Encoder-Decoder Network for Real-time Semantic Segmentation

• pytorch
• semantic-segmentation
• cityscape-dataset
• lednet

Youtu-Parsing: Perception, Structuring and Recognition via High-Parallelism Decoding && Youtu-Parsing-Omni: One Encoder, One Schema, All Modalities

Uncertainty-aware Semantic Segmentation of LiDAR Point Clouds for Autonomous Driving

• semantic-segmentation
• lidar
• semantickitti
• 3d-lidar-data

Official Code: Implicit 3D Orientation Learning for 6D Object Detection from RGB Images

The repository host gives no description.

Deep and Machine Learning for Microscopy

• microscopy
• materials
• machine-learning
• materials-science

Adaptive Graph Attention Auto-encoder for Spatial Domain Identification of Spatial Transcriptomics