Discover skit-ai/ml-katas Open Source project by Skit (@skit-ai)

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Katas for Machine Learning

speech-to-intent-dataset

Dataset Release for Intent Classification from Speech

Python

SpeechLLM

This repository contains the training, inference, evaluation code for SpeechLLM models and details about the model releases on huggingface.

Python

emotion-tts-dataset

Dataset release for Emotional TTS in Indian Accent

hiring

Hiring resources for roles at Skit

talks

Talks, presentations, workshops.

Python

slu-prosody

Code repository for the paper "Improving End-to-End SLU performance with Prosodic Attention and Distillation" accepted at Interspeech 2023.

Jupyter Notebook

tog

A hackable Emacs based data-tagging framework

Emacs Lisp

vcore

Common, utility packages for Go

speech-recognition

SDKs and docs for Skit's speech to text service

Python

woc-tts-enhancement

This is a winter of code project aimed at speech enhancement of text to speech models.

Jupyter Notebook

mrcp-load-balancer

An MRCP server load balancer using OpenSIPS

Shell

dialogy

Language understanding toolkit for human dialogs.

Python

paper-reading

Notes from our paper reading sessions

TeX

job-descriptions

Job descriptions for Tech roles at Skit

N-Best-ASR-Transformer

Code for ACL-IJCNLP 2021 paper "N-Best-ASR-Transformer: Enhancing SLU Performance using Multiple ASR Hypotheses."

Python

phone-number-entity-dataset

Dataset Release for Phone Number Entity capture task

dagre-py

Thin python wrapper around dagre-d3

JavaScript

Map-Mix

The official implementation of the method discussed in the paper Improving Spoken Language Identification with Map-Mix(work accepted at ICASSP-2023)

elm-flow-chart

Create flowcharts in elm

Elm

tech

Skit's tech website

SCSS

several-people-are-talking

Audio archive of reading club discussions at Vernacular.ai

JavaScript

styleguide

Programming style guide

Shell

plute

Framework for building SLU systems

Python

ccb

Slack bot for virtual coffee pairing

Python

eevee

Evaluation utilities

Python

tts-middleware

Middleware module for our speech synthesis systems

Python

ink-simulator

Ink based flow simulator

abcd

abcd is an allocation server for online experiments

Python

Multimodal-Slu

This repo builds an top of self-supervised speech embeddings using S3PL tool-kit and Text based transformers from Huggingface to explore multi-modal SLU

Python

sentinel

Skit's call monitoring and filtering framework.

Python

Machine Learning at Vernacular.ai

JavaScript

dialogy-template-simple-transformers

Dialogy template using simple transformers.

Python

books-about-companies

Collection of books about the founding stories of different companies

HTML

errors

jaglar

Tool for project management backed by tj

Python

engineering

Engineering at Vernacular.ai

HTML

stitch

Audio stitcher from pool of labelled recordings

Common Lisp

skit-pipelines

Reusable workflows for ml using kubeflow components.

Python

handbook

How Skit operates and other notes

trail

CLI to run your dataframes against SLU service and generated labeled dataframe.

sphinxcontrib-vai

Sphinx extensions

Python

skit-labels

Command line interface for interacting with Label studio and (deprecated) tog data server

Python

skit-auth

Authorization for skit.ai's platform.

Python

android-sdk

Android SDK for chatbots built on vernacular.ai's platform

curriculum

Onboarding curriculum for Skit tech

Makefile

lockdown-stats

Visualizations about Vernacular's work during lockdown

artifact-registry

Go SDK to manage artifacts stored by Kubeflow via MLMD.

pride

Simple pride rainbow top ribbon for your website

JavaScript

st-record

Streamlit component for recording audio

TypeScript

Improving-Numeric-ASR-via-Cues

Code and datasets for paper "Improving Alphanumeric Automatic Speech Recognition Via Cues"

Python

slu-service

A microservice to expose the SLU API at skit.

Python

multi_modal_emotion_classifier

This repo has code base to create multi modal emotion classifiers

Python

vivaldi

Tools for working with VIVA data formats

Python

openai-billing-analysis

Key wise cost reporting tool

Python

onboarding

Artifacts from onboarding sessions

Jupyter Notebook

DiaML

Specification of DiaML and related utilities

Python

lute

Lute is a framework for writing compute DAGs

Python

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