Submission to the HEAR2021 Challenge

Last update: Dec 08, 2022

Related tags

Miscellaneous HEAR2021_EfficientLatent

Overview

Submission to the HEAR 2021 Challenge

For model evaluation, python=3.8 and cuda10.2 with cudnn7.6.5 have been tested.

The work uses a mixed supervised and self-supervised training regime.

Usage

First install the package:

python3 -m pip install git+https://github.com/richermans/HEAR2021_EfficientLatent.git

Then just use it:

import efficient_latent

model = efficient_latent.load_model()

audio = torch.randn(1, 16000) # Sampling rate is 16000

time_embeddings = efficient_latent.get_timestamp_embeddings(audio, model)
#

clip_embeddings = efficient_latent.get_scene_embeddings(audio, model)
#

You might also like...

🏆 The 1st Place Submission to AICity Challenge 2021 Natural Language-Based Vehicle Retrieval Track (Alibaba-UTS submission)

26 Apr 29, 2021

Submission to Twitter's algorithmic bias bounty challenge

Twitter Ethics Challenge: Pixel Perfect Submission to Twitter's algorithmic bias bounty challenge, by Travis Hoppe (@metasemantic). Abstract We build

4 Aug 19, 2022

A CTF leaderboard for the submission of flags during a CTF challenge. Built using Django.

🚩 CTF Leaderboard The goal of this project is to provide a simple web page to allow the participants of an CTF to enter their found flags. Also the l

2 Jan 17, 2022

ManiSkill-Learn is a framework for training agents on SAPIEN Open-Source Manipulation Skill Challenge (ManiSkill Challenge), a large-scale learning-from-demonstrations benchmark for object manipulation.

ManiSkill-Learn ManiSkill-Learn is a framework for training agents on SAPIEN Open-Source Manipulation Skill Challenge, a large-scale learning-from-dem

48 Dec 30, 2022

(under submission) Bayesian Integration of a Generative Prior for Image Restoration

BIGPrior: Towards Decoupling Learned Prior Hallucination and Data Fidelity in Image Restoration Authors: Majed El Helou, and Sabine Süsstrunk {Note: p

22 Dec 17, 2022

A Comprehensive Analysis of Weakly-Supervised Semantic Segmentation in Different Image Domains (IJCV submission)

wsss-analysis The code of: A Comprehensive Analysis of Weakly-Supervised Semantic Segmentation in Different Image Domains, arXiv pre-print 2019 paper.

48 Dec 18, 2022

A supplementary code for Editable Neural Networks, an ICLR 2020 submission.

Editable neural networks A supplementary code for Editable Neural Networks, an ICLR 2020 submission by Anton Sinitsin, Vsevolod Plokhotnyuk, Dmitry Py

32 Nov 29, 2022

This is the code for our KILT leaderboard submission to the T-REx and zsRE tasks. It includes code for training a DPR model then continuing training with RAG.

KGI (Knowledge Graph Induction) for slot filling This is the code for our KILT leaderboard submission to the T-REx and zsRE tasks. It includes code fo

72 Jan 6, 2023

This is the pytorch implementation for the paper: Learning Accurate Performance Predictors for Ultrafast Automated Model Compression, which is in submission to TPAMI

SeerNet This is the pytorch implementation for the paper: Learning Accurate Performance Predictors for Ultrafast Automated Model Compression, which is

3 May 1, 2022

Top #1 Submission code for the first https://alphamev.ai MEV competition with best AUC (0.9893) and MSE (0.0982).

alphamev-winning-submission Top #1 Submission code for the first alphamev MEV competition with best AUC (0.9893) and MSE (0.0982). The code won't run

70 Oct 29, 2022

ICLR 2022 Paper submission trend analysis

Visualize ICLR 2022 OpenReview Data

75 Dec 6, 2022

Members: Thomas Longuevergne Program: Network Security Course: 1DV501 Date of submission: 2021-11-02

Mini-project report Members: Thomas Longuevergne Program: Network Security Course: 1DV501 Date of submission: 2021-11-02 Introduction This project was

1 Nov 8, 2021

Automate UCheck COVID-19 self-assessment form submission

ucheck Automate UCheck COVID-19 self-assessment form submission. Disclaimer ucheck automatically completes the University of Tornto's UCheck COVID-19

15 Nov 30, 2022

Group P-11's submission for the University of Waterloo's 2021 Engineering Competition (Programming section).

P-11-WEC2021 Group P-11's submission for the University of Waterloo's 2021 Engineering Competition (Programming section). Part I Compute typing time f

1 May 14, 2022

Team Hash Brown Science4Cast Submission

Team Hash Brown Science4Cast Submission This code reproduces Team Hash Brown's (@princengoc, @Xieyangxinyu) best submission (ee5a) for the competition

3 Feb 2, 2022

A CLI application that downloads your AC submissions from OJ's like Atcoder,Codeforces,CodeChef and distil it into beautiful Submission HeatMap.

Yoda A CLI that takes away the hassle of managing your submission files on different online-judges by automating the entire process of collecting and organizing your code submissions in one single Directory on your Machine also it distils User Submissions into beautiful Submission HeatMap.

1 Jul 28, 2022

Source code for Zalo AI 2021 submission

zalo_ltr_2021 Source code for Zalo AI 2021 submission Solution: Pipeline We use the pipepline in the picture below: Our pipeline is combination of BM2

128 Dec 27, 2022

Uses diff command to compare expected output with student's submission output

AUTOGRADER for GRADESCOPE using diff with partial grading Description: Uses diff command to compare expected output with student's submission output U

2 Jan 11, 2022

Submission from Team OMR for the TRI-NIT Hackathon

0 Feb 1, 2022

Comments

Allow to get embeddings in training mode

People may want to use this model in their training tasks. So I think it should be helpful to allow users to use get_embeddings in training mode.

And a .gitignore was added at convenience.

opened by jimbozhang 0

Releases(v0.0.1)

v0.0.1(Oct 29, 2021)

Uploading model.
Source code(tar.gz)
Source code(zip)
effb2.pt(29.84 MB)

Owner

Heinrich Dinkel

日新月异

GitHub Repository

Async Python Circuit Breaker implementation

aiocircuitbreaker This is an async Python implementation of the circuitbreaker library. Installation The project is available on PyPI. Simply run: $ p

5 Sep 05, 2022

Basic infrastructure for writing scripts in Python

Base Script Python is an excellent language that makes writing scripts very straightforward. Over the course of writing many scripts, we realized that

9 Jan 07, 2023

An end-to-end Python-based Infrastructure as Code framework for network automation and orchestration.

Nectl An end-to-end Python-based Infrastructure as Code framework for network automation and orchestration. Features Data modelling and validation. Da

15 Oct 14, 2022

Model Quantization Benchmark

MQBench Update V0.0.2 Fix academic prepare setting. More deployable prepare process. Fix setup.py. Fix deploy on SNPE. Fix convert_deploy bug. Add Qua

500 Jan 06, 2023

An example of Connecting a MySQL Database with Python Code

An example of Connecting And Query Data a MySQL Database with Python Code And How to install Table of contents General info Technologies Setup General

1 Nov 23, 2021

A country information finder module

3 Nov 28, 2021

An Agora Python Flask token generation server

A Flask Starter Application with Login and Registration About A token generation Server using the factory pattern and Blueprints. A forked stripped do

1 Jan 21, 2022

Moji sends text and fun facts from different APIs wit da use of a notification deamon

Moji sends text and fun facts from different APIs wit da use of a notification deamon. Can be runned via dmenu or rofi.

2 Jan 12, 2022

Data types specify the different sizes and values that can be stored in the variable. For example, Python stores numbers, strings, and a list of values using different data types. Learn different types of Python data types along with their respective in-built functions and methods.

02_Python_Datatypes Introduction 👋 Data types specify the different sizes and values that can be stored in the variable. For example, Python stores n

218 Dec 26, 2022