automatic-speech-recognition

ONNX-compatible Fast SeamlessM4T—Massively Multilingual & Multimodal Machine Translation

Papers of ASR, Tools of ASR

real time japanese speech recognition translator using wav2vec2

A fast parallel PyTorch implementation of the "CIF: Continuous Integrate-and-Fire for End-to-End Speech Recognition" https://arxiv.org/abs/1905.11235.

Wav2vec resources and models for Brazilian Portuguese

In this repository, I have developed an end to end Automatic speech recognition project. I have developed the neural network model for automatic speech recognition with PyTorch and used MLflow to manage the ML lifecycle, including experimentation, reproducibility, deployment, and a central model registry.

A complete speech segmentation system using Kaldi and x-vectors for voice activity detection (VAD) and speaker diarisation.

Docker image for a self-hosted WhisperLive real-time speech-to-text server, powered by faster-whisper. Provides WebSocket streaming for live audio transcription and an OpenAI-compatible REST API. Supports all Whisper models, VAD, NVIDIA GPU (CUDA) acceleration, offline mode, and multi-arch (amd64, arm64).

🐍📦 Ultra-fast Python package for calculating and analyzing the Word Error Rate (WER). Built for the scalable evaluation of speech and transcription accuracy.

MediBeng Whisper Tiny improves doctor-patient transcription by training the Whisper Tiny model to translate mixed Bengali-English speech into English, making it easier for analysis, record-keeping, and using AI in healthcare.

Easy to use Multi-Provider ASR/Speech To Text and NLP engine

Taiwanese Hokkien (Taigi) speech-to-text transcriber - MediaTek Breeze-ASR-26 with faster-whisper, tuned for RTX 3050 4GB low-VRAM GPUs. Gradio UI, CLI, Docker, SRT/VTT/TXT/JSON.

This is an OpenAI Whisper automatic speech recognition microservice

Blueprint by Mozilla.ai on how to transcribe audio files

This repository contains an attempt to incorporate Rasa Chatbot with state-of-the-art ASR (Automatic Speech Recognition) and TTS (Text-to-Speech) models directly without the need of running additional servers or socket connections.

Long audio alignment using Kaldi

An implementation for "Conformer: Convolution-augmented Transformer for Speech Recognition" Paper

Sonori is a fully local STT app for Linux (Wayland).

Finalist at Brainhack TIL 2024: Team 12000SGDPLUSHIE

Fine-Tune Whisper for Italian ASR with transformers