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hopfield-layers

Hopfield Networks is All You Need

interspeech-2020-lidbox

Experiment configuration and metadata

l3das22-task2

A Track-Wise Ensemble Event Independent Network for 3D Polyphonic Sound Event Localization and Detection

lhotse

Tools for handling speech data in machine learning projects.

librosa

Python library for audio and music analysis

lidbox

End-to-end spoken language identification out of the box.

lstm

Minimal, clean example of lstm neural network training in python, for learning purposes.

machine-learning-notes

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(2000+页)和视频链接

mlapp_cn_code

《Machine Learning: A Probabilistic Perspective》（Kevin P. Murphy）中文翻译和书中算法的Python实现。

modern-cpp-tutorial

📚 Modern C++ Tutorial: C++11/14/17/20 On the Fly | https://changkun.de/modern-cpp/

mtfaa-net

Multi-Scale Temporal Frequency Convolutional Network With Axial Attention for Speech Enhancement

nas_vad

nasbowl

[ICLR '21] Interpretable Neural Architecture Search using Bayesian Optimisation with Weisfiler-Lehman Kernel (NAS-BOWL)

onnx

Open standard for machine learning interoperability

onnx-tutorials

Tutorials for creating and using ONNX models

onnxruntime

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

prml

Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop

psst

Prosodic Speech Segmentation with Transformers

pyctcdecode

A fast and lightweight python-based CTC beam search decoder for speech recognition.

python-vad

py-webrtcvad wrapper for trimming speech clips

pytorch-docker

Pure Pytorch Docker Images.

pytorch-kaldi

pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.

reformer-pytorch

Reformer, the efficient Transformer, in Pytorch

rvad

Matlab and Python libraries for an unsupervised method for robust voice activity detection (rVAD), as in the paper rVAD: An Unsupervised Segment-Based Robust Voice Activity Detection Method.

scikit-learn

scikit-learn: machine learning in Python

self-supervised-speech-recognition

speech to text with self-supervised learning based on wav2vec 2.0 framework

sentencepiece

Unsupervised text tokenizer for Neural Network-based text generation.

sherpa

Streaming and non-streaming ASR server for next-gen Kaldi

simple-voice-activation-detector-vad-

a VAD system, detects active part of a voice using some factors like energy or zero-crossing-rate.

simplified-deeplearning

Simplified implementations of deep learning related works