Speech-To-Text Transcription NLP Tools

Tools for converting audio and video speech into text transcripts using ASR models like Whisper. Includes applications for transcription, subtitle generation, and multi-language support. Does NOT include text-to-speech synthesis, voice cloning, or post-transcription NLP analysis as primary focus.

There are 34 speech-to-text transcription tools tracked. The highest-rated is 512z/podlens at 46/100 with 5 stars and 117 monthly downloads.

Get all 34 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=speech-to-text-transcription&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Tool	Score	Tier	Stars	Language
1	512z/podlens Free Podwise: AI Podcast & Youtube Transcription & Understanding Agent \|...	46	Emerging	5	Python
2	AEmotionStudio/ComfyUI-FFMPEGA Intelligent FFMPEG agent node for ComfyUI - transforms natural language...	38	Emerging	5	Python
3	Sammybams/whisper-to-text-with-azure A telegram bot that performs transcription, translation and summarization on...	35	Emerging	3	Python
4	HKAB/whisper-finetune-vietnamese Whisper finetuned on VinBigdata-VLSP2020-100h + KenLM	33	Emerging	37	Jupyter Notebook
5	MLH-Fellowship/transcribio A web application that allows educators to easily generate transcripts for...	27	Experimental	7	JavaScript
6	salihfurkaan/AutoSub-CLI A tool that simplifies the process of adding subtitles to videos by...	26	Experimental	3	Python
7	RizhongLin/PolyglotWhisperer Transcribe, translate, and learn — Whisper + LLM video pipeline with dual...	26	Experimental	7	Python
8	ins8ai/wer Word Error Rate computation using components from huggingface-evaluate and...	23	Experimental	2	HTML
9	JericoMeca/parakeet-tdt-0.6b-v2-Batch-Transcriber 🎙️ Transcribe audio efficiently with Parakeet Batch Transcriber, producing...	23	Experimental	1	Python
10	stevenlawton/GPT-Whisper-captions Automate subtitle generation for videos using OpenAI's Whisper API and...	22	Experimental	1	Go
11	michael-borck/deep-talk Transcribes and analyzes audio/video conversations locally with AI-powered insights.	20	Experimental	1	TypeScript
12	Jayem-11/Swahili_speech_to_text Speech to Text for Swahili Language with Whisper-small.	20	Experimental	6	Jupyter Notebook
13	somosnlp/wav2vec2-spanish Pre-train a Spanish Wav2Vec2 model using the Spanish portion of the Common...	18	Experimental	5	Python
14	LexMainye/Kasuku-Transcriber A speech to text web app for people with speech impairments that has support...	16	Experimental	1	Python
15	eray-yuztyurk/python-ai-audio-transcriber-summarizer AI-powered tool for fast, accurate audio transcription and summarization....	16	Experimental	1	Python
16	vincenthuang75025/chinglish Chrome extension for translating highlighted English text into Chinglish (a...	16	Experimental	3	Python
17	uqqu/sync_book audiobook generator with smart personalized translation	15	Experimental	1	Python
18	Samarth-S-Shetty/caption_generator Full-stack AI web app that automatically generates and burns captions into...	15	Experimental	1	HTML
19	stellarloop/video2text Python API & command-line tool to easily transcribe speech-based video files...	15	Experimental	5	Jupyter Notebook
20	HMByteSensei/WhisperAI-Evaluation Comprehensive benchmark of OpenAI Whisper models for Bosnian, Croatian, and...	15	Experimental	—	HTML
21	R3DK3LL/VocalFLow Your voice - VocalFlow dictation, harnessing Whisper and faster-whisper for...	14	Experimental	3	Python
22	danielsobrado/audio-processor Audio processor, focused on english and arabic with diarization and summarization	13	Experimental	2	Python
23	antarades/emotion-aware-automatic-speech-recognition An intelligent speech recognition system that combines OpenAI's Whisper for...	13	Experimental	—	Python
24	MaharshPatelX/Speechitive A Video analytics tool converting videos to M3U8 playlists using HLS and...	12	Experimental	—	Python
25	Jyotibrat/Speech-To-Text Speech to Text model	12	Experimental	1	Jupyter Notebook
26	bivex/voice_to_text A Python application for real-time Russian voice-to-text transcription and...	11	Experimental	—	Python
27	singleshade8/japanese-subtitle-generator GPU-accelerated Japanese → English subtitle generator using faster-whisper...	11	Experimental	—	HTML
28	felix-murcia/transcriberapp TranscriberApp es una herramienta modular diseñada para procesar audio y...	11	Experimental	—	JavaScript
29	damiangohrh123/videotto-video-clips Semantic video clip ranking system built with FastAPI, React, and GPT-4o.	11	Experimental	—	JavaScript
30	xubaiyi88-ai/lecture-ai-toolkit NLP-based CLI tool that converts lecture transcripts into keywords,...	11	Experimental	—	Python
31	ChaoticByte/audio-summarize An audio summarizer (faster-whisper and BART glued together)	11	Experimental	2	Python
32	Think-A-Move/SPEAR-SDK-Python-Linux SPEAR-ASR and SPEAR-WakeUp Software Development Kit in Python for Linux	10	Experimental	1	Python
33	udit-rawat/whisper-space An ASR Gradio GUI based project that transcript the audion and provides NLP...	10	Experimental	1	Python
34	solveditnpc/zonos-audiobook Zonos-v0.1 text-to-speech(TTS) model trained on more than 200k hours of...	10	Experimental	1	Python