Hobby project to transcribe audio files from meetings to transcripts with a summary

Helpful Python scripts for audio transcription using the OpenAI Whisper API. Also features the Chat Completion API and pyannote diarization.

Automatically setup the AISHELL-4 and MSDWild dataset for usage with pyannote-database (and pyannote-audio)

ASR (Automatic Speech Recognition) Notebooks

PyAnnote Voice Activity Detection (ONNX version)

A package that can be locally executed to generate minutes in Japanese

Official repository for the "Powerset multi-class cross entropy loss for neural speaker diarization" paper published in Interspeech 2023.

Facial Direction Analysis: Real-time head pose estimation using OpenCV and MediaPipe. Speaker Verification: Audio-based speaker verification using Pyannote

CLI for automating the creation of subtitles using whisper and pyannote. Accepts batch or single audio and video files.

Subtitle generation w/ Speaker Diarization using Whisper and pyannote.audio

A web app for real-time transcription, speaker diarization, and sentiment analysis

Companion repository to the paper "On the calibration of powerset speaker diarization models" published at Interspeech 2024

Audio speaker diarization and detection to automatically segment spoken audio.

Решение соревнования ТехШторм от корпорации ТатНефть по анализу активности членов команды на ВКС

Cog implementation of transcribing + diarization pipeline with Whisper & Pyannote

Voice Verification System: A web app built using PrimeReact, FastAPI, ChromaDB and PyAnnote-Audio for registering and verifying user identities through voice comparison. Features include voice registration, comparison, user management, and embedding visualization.

Official repository for Mamba-based Segmentation Model for Speaker Diarization

Faster Whisper with Speaker Diarization

Toolkit for using Whisper to transcribe YouTube videos. Includes Whisper transcription of YouTube videos, conversion of YouTube video into HuggingFace dataset (using audio and subtitles) and evaluation of Whisper transcription against YouTube subtitles