C/C++ Performance Profiler

speech enhancement metrics：CSIG, CBAK, CMOS, SSNR, PESQ, STOI, ESTOI, SNR, IS, LLR, WSS

A wrapper around speech quality metrics MOSNet, BSSEval, STOI, PESQ, SRMR, SISDR

Python implementation of the Short Term Objective Intelligibility measure

PESQ (Perceptual Evaluation of Speech Quality) Wrapper for Python Users (narrow band and wide band)

Python implementation of performance metrics in Loizou's Speech Enhancement book

museval - source separation evaluation tools for python

A python implementation of Speech intelligibility in bits (SIIB)

Evaluation functions for music/audio information retrieval/signal processing algorithms.

The leader in Next-Generation Customer Data Infrastructure

A benchmark framework for Tensorflow 1.X

Collection of common code that's shared among different research projects in FAIR computer vision team.

Memory consumption and FLOP count estimates for convnets

The Triton Inference Server provides an optimized cloud and edge inferencing solution.

Visualizer for neural network, deep learning and machine learning models

An in-browser Python profile viewer

FLOPs calculator with tf.profiler for neural network architecture written in tensorflow 2.2+ (tf.keras)

Benchmark popular audio i/o packages

📊 A simple command-line utility for querying and monitoring GPU status

A sniffer for Bluetooth 5 and 4.x LE

Flops counter for convolutional networks in pytorch framework

Tensors, for human consumption

NumPy arrays, ready for human consumption

Profile the GPU memory usage of every line in a Pytorch code

Code for visualizing the loss landscape of neural nets

A heap memory profiler for Linux

Line-by-line profiling for Python

MLPerf™ Tiny is an ML benchmark suite for extremely low-power systems such as microcontrollers

A general and accurate MACs / FLOPs profiler for PyTorch models