MlWoo's starred repositories
ASR-Benchmarks
An effort to track benchmarking results over widely-used datasets for ASR.
wer_are_we
Attempt at tracking states of the arts and recent results (bibliography) on speech recognition.
DALLE2-pytorch
Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch
versatile_audio_super_resolution
Versatile audio super resolution (any -> 48kHz) with AudioSR.
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
pyAudioAnalysis
Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications
deep-vector-quantization
VQVAEs, GumbelSoftmaxes and friends
descript-audio-codec
State-of-the-art audio codec with 90x compression factor. Supports 44.1kHz, 24kHz, and 16kHz mono/stereo audio.
seamless_communication
Foundational Models for State-of-the-Art Speech and Text Translation
RAM-multiprocess-dataloader
Demystify RAM Usage in Multi-Process Data Loaders
Meta-voicebox
Implementation of Meta-Voicebox : The first generative AI model for speech to generalize across tasks with state-of-the-art performance.
conditional-flow-matching
TorchCFM: a Conditional Flow Matching library
Pretrained-Language-Model
Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.
DL-Art-School
TorToiSe fine-tuning with DLAS
tortoise-tts-fast
Fast TorToiSe inference (5x or your money back!)
Comprehensive-Transformer-TTS
A Non-Autoregressive Transformer based Text-to-Speech, supporting a family of SOTA transformers with supervised and unsupervised duration modelings. This project grows with the research community, aiming to achieve the ultimate TTS
audio-ai-timeline
A timeline of the latest AI models for audio generation, starting in 2023!
declarativedtw
Reference implementation of DecDTW in PyTorch (ICLR 2023)
naturalspeech2-pytorch
Implementation of Natural Speech 2, Zero-shot Speech and Singing Synthesizer, in Pytorch
Megatron-DeepSpeed
Ongoing research training transformer language models at scale, including: BERT & GPT-2
stable-diffusion-webui
Stable Diffusion web UI