arjunp17 Goto Github PK

ai-audio-startups

Community list of startups working with AI in audio and music technology

all-conv-net-for-bird-activity-detection-significance-of-learned-pooling

Bird activity detection (BAD) deals with the task of predicting the presence or absence of bird vocalizations in a given audio recording. In this work, we propose an all-convolutional neural network (all-conv net) for bird activity detection. All the layers of this network including pooling and dense layers are implemented using convolution operations. The pooling operation implemented by convolution is termed as learned pooling. This learned pooling takes into account the inter featuremap correlations which are ignored in traditional max-pooling. This helps in learning a pooling function which aggregates the complementary information in various feature maps, leading to better bird activity detection. Experimental observations confirm this hypothesis. The performance of the proposed all-conv net is evaluated on the BAD Challenge 2017 dataset. The proposed all-conv net achieves state-of-art performance with a simple architecture and does not employ any data pre-processing or data augmentation techniques.

bird-monitoring

A pre-processing technique to automatically locate bird image frames from a long video data

bird-roi-detection-broid-

Evaluation of ROI detection for bird images

custom-perceptron-model

A demo of an implementation of a custom perceptron model.

deeplearning.ai-courses-llm-promptengineering-chatgpt

A summary of the LLM, Prompt Engineering, and ChatGPT related courses offered by DeepLearning.AI

diffusion_models_course

Diffusion Models Course

github-final-project

gkpbt-css-circle

css-circle

jbbmo-introduction-to-git-and-github

Introduction to Git and GitHub

memorycontrolled-multiheadselfatt

Memory controlled sequential self attention for sound recognition

mindiffusion

Self-contained, minimalistic implementation of diffusion models with Pytorch.

onsets-activity-events

ONSETS, ACTIVITY, AND EVENTS: A MULTI-TASK APPROACH FOR POLYPHONICSOUND EVENT MODELLING

polyphonic-sound-event-and-sound-activity-detection

POLYPHONIC SOUND EVENT AND SOUND ACTIVITY DETECTION:A MULTI-TASK APPROACH

sports_analytics_powerbi_dashboard

A PowerBI dashboard analysing the 2022-23 season of FC Barcelona

stable-diffusion

A latent text-to-image diffusion model

stablediffusion

High-Resolution Image Synthesis with Latent Diffusion Models

talk-to-onefootball-llm-langchain-streamlit

A LangChain and Streamlit powered LLM application to talk to OneFootball!

talktoyourpaper-llm-langchain-streamlit

Talk to a scientific paper using the Streamlit app powered by LangChain and LLM

talktoyoutubevideotranscript-llm-langchain-streamlit

A LangChain and Streamlit powered LLM application to talk to your YouTube video transcript