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robertanto's Projects

antagonist icon antagonist

AnTagOnIst is a tool that supports the visual analysis and the tagging of anomalies on timeseries data

bob_telegram_tools icon bob_telegram_tools

Bob Telegram Tools is a python library that allows you to monitor your machine learning methods just by using Telegram without any additional application.

chatbot icon chatbot

A task oriented chat bot based on the MultiWOZ dataset and implemented using the RASA framework

conformer icon conformer

PyTorch implementation of "Conformer: Convolution-augmented Transformer for Speech Recognition" (INTERSPEECH 2020)

degramnet-torch icon degramnet-torch

This repository contains the pytroch code of the method presented in "DEGramNet: Effective audio analysis based on a fully learnable time-frequency representations".

gradient-free-optimizers icon gradient-free-optimizers

Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.

jetson-voice icon jetson-voice

ASR/NLP/TTS deep learning inference library for NVIDIA Jetson using PyTorch and TensorRT

jetson_nano icon jetson_nano

This repository is a collection of scripts/programs I use to set up the software development environment on my Jetson Nano, TX2, and Xavier NX.

jointbert icon jointbert

Pytorch implementation of JointBERT: "BERT for Joint Intent Classification and Slot Filling"

json-vector-database icon json-vector-database

This is a simple API for vector similarity search built with FastAPI. It uses a JSONVectorSearch database utility for storing and querying vector embeddings.

local-llm-ui icon local-llm-ui

This repository contains the code to deploy a Mistral-based chatbot using Docker Compose and Huggingface Inference API.

models icon models

A collection of pre-trained, state-of-the-art models in the ONNX format

mtl-speaker-embeddings icon mtl-speaker-embeddings

Code for the paper: "Leveraging speaker attribute information using multi task learning for speaker verification and diarization" presented at Interspeech 2021

open-set-one-shot-face-recognition icon open-set-one-shot-face-recognition

This repository contains the python implementation of a Face Recognition systems working with just ONE image for each face to recognize. The system works in an open-set configuration, it means that it is able to reject not known people.

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