Submission to the HEAR2021 Challenge

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

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

Submission to Twitter's algorithmic bias bounty challenge
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

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

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

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

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

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

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

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

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

ICLR 2022 Paper submission trend analysis
ICLR 2022 Paper submission trend analysis

Visualize ICLR 2022 OpenReview Data

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

Automate UCheck COVID-19 self-assessment form submission
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

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

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

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

Source code for Zalo AI 2021 submission
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

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

Submission from Team OMR for the TRI-NIT Hackathon

Submission from Team OMR for the TRI-NIT Hackathon

Comments
  • Allow to get embeddings in training mode

    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)
Owner
Heinrich Dinkel
日新月异
Heinrich Dinkel
A pure-Python codified rant aspiring to a world where numbers and types can work together.

Copyright and other protections apply. Please see the accompanying LICENSE file for rights and restrictions governing use of this software. All rights

Matt Bogosian 28 Sep 04, 2022
Python library for creating and parsing HSReplay XML files

python-hsreplay A python module for HSReplay support. https://hearthsim.info/hsreplay/ Installation The library is available on PyPI. pip install hsre

HearthSim 45 Mar 28, 2022
A simple package for interacting with the 9kw.eu anti-captcha service.

Welcome to captcha9kw’s documentation! captcha9kw is a smallish Python package for making use of the 9kw.eu services, including solving of interactive

2 Feb 26, 2022
Demo of patching a python context manager

patch-demo-20211203 demo of patching a python context manager poetry install poetry run python -m my_great_app to run the code poetry run pytest to te

Brad Smith 1 Feb 09, 2022
ESteg - A simple steganography program for python

ESteg A simple steganography program to embed the contents of a text file into a

Jithin Renji 1 Jan 02, 2022
A simple PID tuner and simulator.

PIDtuner-V0.1 PlantPy PID tuner version 0.1 Features Supports first order and ramp process models. Supports Proportional action on PV or error or a sp

3 Jun 23, 2022
World Happiness Report is a publication of the Sustainable Development Solutions Network

World-Happiness-Report We are going to visualise what are the factors and which

Shubh Almal 1 Jan 03, 2023
Groupe du projet Python en 2TL2-4

Présentation Projet EpheCom Ce logiciel a été développé dans le cadre scolaire. EpheCom est un logiciel de communications - vocale et écrite - en temp

1 Dec 26, 2021
Telegram bot to remove the forwarded tag from messages.

Anonymous Sender Bot @AnonySendBot Telegram bot to remove the forwarded tag from messages. Table of Contents Usage Deploy To Heroku Local Deploying En

Stark Bots 26 Nov 24, 2022
It really seems like Trump is trying to get his own social media started. Not a huge fan tbh.

FuckTruthSocial It really seems like Trump is trying to get his own social media started. Not a huge fan tbh. (When TruthSocial actually releases, I'l

0 Jul 18, 2022
Choice Coin 633 Dec 23, 2022
Basic cryptography done in Python for study purposes

criptografia Criptografia básica feita em Python para fins de estudo Converte letras em numeros partindo do indice 0 e vice-versa A criptografia é fei

Carlos Eduardo 2 Dec 05, 2021
Track testrail productivity in automated reporting to multiple teams

django_web_app_for_testrail testrail is a test case management tool which helps any organization to track all consumption and testing of manual and au

Vignesh 2 Nov 21, 2021
A basic tool to generate Hydrogen drum machine kits.

Generate Hydrogen Kit A basic tool to generate drumkit.xml files for Hydrogen drum machine. Saves a bit of time when making kits. Supply it with a nam

Luna Langton 2 Nov 28, 2021
Meliodas Official 1.4 BombSquad Server Scripts

Noxious-Official-1.4-BombSquad-Server-Scripts Scripts Are Provided By Sparxtn Somewhat Edited By Me Scripts are Working Fine Just Download & Use It Be

Meliodas♡ 2 Oct 16, 2022
Feapder的管道扩展

FEAPDER 管道扩展 简介 此模块为feapder的pipelines扩展,感谢广大开发者对feapder的贡献 随着feapder支持的pipelines越来越多,为减少feapder的体积,特将pipelines提出,使用者可按需安装 管道 PostgreSQL 贡献者:沈瑞祥 联系方式:r

boris 9 Dec 07, 2022
Arcpy Tool developed for ArcMap 10.x that checks DVOF points against TDS data and creates an output feature class as well as a check database.

DVOF_check_tool Arcpy Tool developed for ArcMap 10.x that checks DVOF points against TDS data and creates an output feature class as well as a check d

3 Apr 18, 2022
Developing a python based app prototype with KivyMD framework for a competition :))

Developing a python based app prototype with KivyMD framework for a competition :))

Jay Desale 1 Jan 10, 2022
A clock purely made with python(turtle)...

Clock A clock purely made with python(turtle)... Requirements Pythone3 IDE or any other IDE Installation Clone this repository Running Open this proje

Abhyush 1 Jan 11, 2022
An upgraded version of extractJS

extractJS_2.0 An enhanced version of extractJS with even more functionality Features Discover JavaScript files directly from the webpage Customizable

Ali 4 Dec 21, 2022