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Karthik Ganesan's Projects

apiwebchat icon apiwebchat

BOT Framework style custom web chat for api.ai agent.

ballerina icon ballerina

This repo has code base thats a fusion of BOLAA and Webarena to be build hyper-personalized agents that are aligned to your life-goals

deepspeech icon deepspeech

A TensorFlow implementation of Baidu's DeepSpeech architecture

denoiser icon denoiser

Real Time Speech Enhancement in the Waveform Domain (Interspeech 2020)We provide a PyTorch implementation of the paper Real Time Speech Enhancement in the Waveform Domain. In which, we present a causal speech enhancement model working on the raw waveform that runs in real-time on a laptop CPU. The proposed model is based on an encoder-decoder architecture with skip-connections. It is optimized on both time and frequency domains, using multiple loss functions. Empirical evidence shows that it is capable of removing various kinds of background noise including stationary and non-stationary noises, as well as room reverb. Additionally, we suggest a set of data augmentation techniques applied directly on the raw waveform which further improve model performance and its generalization abilities.

espnet icon espnet

End-to-End Speech Processing Toolkit

fastchat icon fastchat

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

gst-twitter-analysis icon gst-twitter-analysis

The repository contains the code for the various machine learning algorithms used to make a predictive analysis of tweets on GST in India The Goods and Services Tax has been a revolutionary change in the financial standards of India

haystack icon haystack

:mag: Transformers at scale for question answering & search

hexa icon hexa

Discovering and Achieving Goals via World Models, NeurIPS 2021

inferdoc icon inferdoc

Generate SQUAD style dataset from raw text file and train a transformer based question answering model .This repo has code from https://github.com/facebookresearch/UnsupervisedQA and https://github.com/deepset-ai/haystack

longlora icon longlora

Code and documents of LongLoRA and LongAlpaca

ml icon ml

Machine Learning at Vernacular.ai

multibench icon multibench

[NeurIPS 2021] Multiscale Benchmarks for Multimodal Representation Learning

nexusraven icon nexusraven

NexusRaven-13B, a new SOTA Open-Source LLM for function calling. This repo contains everything for reproducing our evaluation on NexusRaven-13B and baselines.

s3prl icon s3prl

Self-Supervised Speech Pre-training and Representation Learning Toolkit.

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