runngezhang-jx's repositories

AP-BWE

Towards Efficient and High-Quality Bandwidth Extension with Parallel Amplitude-Phase Prediction

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asteroid

The PyTorch-based audio source separation toolkit for researchers

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audio

Data manipulation and transformation for audio signal processing, powered by PyTorch

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awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

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basic-pitch

A lightweight yet powerful audio-to-MIDI converter with pitch bend detection

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DeepFilterNet

Noise supression using deep filtering

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diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.

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dlrover

DLRover: An Automatic Distributed Deep Learning System

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DPCRN_DNS3

Implementation of paper "DPCRN: Dual-Path Convolution Recurrent Network for Single Channel Speech Enhancement"

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llm-action

本项目旨在分享大模型相关技术原理以及实战经验。

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mlx-examples

Examples in the MLX framework

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MP-SENet

MP-SENet: A Speech Enhancement Model with Parallel Denoising of Magnitude and Phase Spectra

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phasen

A unofficial Pytorch implementation of Microsoft's PHASEN

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pyannote-audio

Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding

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pybind11

Seamless operability between C++11 and Python

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python

Boost.org python module

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pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

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ragflow

RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.

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rnnoise

Recurrent neural network for audio noise reduction

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RWKV-LM

RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.

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silero-vad2

Silero VAD: pre-trained enterprise-grade Voice Activity Detector

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simple-cython-limiter

A simple real-time limiter implemented using Python, Cython, Numpy and PyAudio

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TNN

TNN: developed by Tencent Youtu Lab and Guangying Lab, a uniform deep learning inference framework for mobile、desktop and server. TNN is distinguished by several outstanding features, including its cross-platform capability, high performance, model compression and code pruning.

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transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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txtai

💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows

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