Automatic Speech Recognition Voice AI Tools

Libraries, frameworks, and tools for building, training, and evaluating automatic speech recognition (ASR) systems. Does NOT include pre-built transcription APIs, TTS systems, or ASR applications like transcription apps or meeting summarizers.

There are 161 automatic speech recognition tools tracked. 3 score above 70 (verified tier). The highest-rated is Uberi/speech_recognition at 90/100 with 8,959 stars. 2 of the top 10 are actively maintained.

Get all 161 projects as JSON

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#	Tool	Score	Tier	Stars	Language
1	Uberi/speech_recognition Speech recognition module for Python, supporting several engines and APIs,...	90	Verified	8,959	Python
2	cmusphinx/pocketsphinx A small speech recognizer	84	Verified	4,278	C
3	istupakov/onnx-asr A lightweight Python package for Automatic Speech Recognition using ONNX models	72	Verified	281	Python
4	PyThaiNLP/pythaiasr Python Thai Automatic Speech Recognition	67	Established	77	Python
5	haoheliu/voicefixer General Speech Restoration	64	Established	1,302	Python
6	astorfi/speechpy :speech_balloon: SpeechPy - A Library for Speech Processing and Recognition:...	63	Established	886	Python
7	tensorflow/lingvo Lingvo	62	Established	2,857	Python
8	modelscope/FunASR A Fundamental End-to-End Speech Recognition Toolkit and Open Source SOTA...	62	Established	15,283	Python
9	dictation-toolbox/dragonfly Speech recognition framework allowing powerful Python-based scripting and...	58	Established	411	Python
10	rwth-i6/rasr The RWTH ASR Toolkit.	56	Established	58	C++
11	sccn/eegprep EEGPrep is an automated preprocessing tool for human EEG data built on a...	56	Established	19	Jupyter Notebook
12	at16k/at16k Trained models for automatic speech recognition (ASR). A library to quickly...	55	Established	130	Python
13	pierreaubert/spinorama A library to display and compare spinorama (speakers measurements) graphs.	51	Established	151	Python
14	zw76859420/ASR_Theory 语音识别理论、论文和PPT	51	Established	619	—
15	bambocher/pocketsphinx-python Python interface to CMU Sphinxbase and Pocketsphinx libraries	51	Established	373	Python
16	FunAudioLLM/Fun-ASR Fun-ASR is an end-to-end speech recognition large model launched by Tongyi Lab.	50	Established	946	Python
17	jonatasgrosman/asrecognition ASRecognition: just an easy-to-use library for Automatic Speech Recognition.	49	Emerging	50	Python
18	gooofy/zamia-speech Open tools and data for cloudless automatic speech recognition	48	Emerging	446	Python
19	funcwj/aps A personal toolkit for single/multi-channel speech recognition & enhancement...	46	Emerging	145	Python
20	drmfinlay/pyjsgf JSpeech Grammar Format (JSGF) compiler, matcher and parser package for Python.	44	Emerging	54	Python
21	sovaai/sova-asr SOVA ASR (Automatic Speech Recognition)	43	Emerging	172	Python
22	Pankaj-Baranwal/pocketsphinx Updated ROS bindings to pocketsphinx	43	Emerging	38	Python
23	jianchang512/zh_recogn 将音频或视频中的中文语音识别并导出为srt字幕，基于魔塔社区Paraformer模型	43	Emerging	116	Python
24	AASHISHAG/deepspeech-german Automatic Speech Recognition (ASR) - German	43	Emerging	321	Python
25	huawei-noah/Speech-Backbones This is the main repository of open-sourced speech technology by Huawei...	43	Emerging	602	Jupyter Notebook
26	revdotcom/reverb Open source inference code for Rev's model	41	Emerging	435	Python
27	MHaggis/ASRGEN ASR Configurator, Essentials and Atomic Testing	41	Emerging	104	Python
28	finos/greenkey-asrtoolkit A collection of useful tools for handling speech recognition data	41	Emerging	30	Python
29	petewarden/spchcat Speech recognition tool to convert audio to text transcripts, for Linux and...	41	Emerging	482	C
30	DmitryRyumin/INTERSPEECH-2023-24-Papers INTERSPEECH 2023-2024 Papers: A complete collection of influential and...	40	Emerging	686	—
31	tarun7r/SpeechAlgo A Comprehensive Speech Processing Algorithms Library for research and production use	40	Emerging	15	Python
32	belambert/asr-tools Libraries and scripts for manipulating and handling ASR output/n-bests/etc.	40	Emerging	5	Python
33	racai-ai/RobinASR Romanian Automatic Speech Recognition from the ROBIN project	40	Emerging	31	Python
34	AudioLLMs/AudioBench AudioBench: A Universal Benchmark for Audio Large Language Models	39	Emerging	297	Python
35	zakuro-ai/asr ASRDeepspeech x Sakura-ML (English/Japanese) with deepspeech2 model in...	39	Emerging	69	Python
36	zthxxx/python-Speech_Recognition A simple example for use speech recognition baidu api with python.	39	Emerging	115	Python
37	SergeyShk/Speech-to-Text-Russian Проект для распознавания речи на русском языке на основе pykaldi.	39	Emerging	341	Python
38	SpeechColab/Leaderboard SpeechIO Leaderboard: a large, robust, comprehensive, benchmarking platform...	38	Emerging	541	Python
39	linagora-labs/ssak SSAK contains helpers and tools to process data and train/infer ASR models.	38	Emerging	5	Python
40	mravanelli/pySpeechRev This python code performs an efficient speech reverberation starting from a...	37	Emerging	97	Python
41	drivendataorg/childrens-speech-recognition-benchmark-pub Tutorial code for the On Top of Pasketti: Children’s Speech Recognition Challenge	36	Emerging	2	Jupyter Notebook
42	Voice-Privacy-Challenge/Voice-Privacy-Challenge-2020 Baseline Recipe for VoicePrivacy Challenge 2020:...	36	Emerging	64	Shell
43	Franck-Dernoncourt/ASR_benchmark Program to benchmark various speech recognition APIs	36	Emerging	81	Python
44	goodmike31/pl-asr-bigos-tools Extendable toolkit for comprehensive evaluation of ASR systems. Currently...	36	Emerging	11	Python
45	HaoQChen/iflytek_awaken_asr use iflytek's technology to realize awaken and order recognition	35	Emerging	71	C
46	efeslab/LiteASR [EMNLP Main '25] LiteASR: Efficient Automatic Speech Recognition with...	35	Emerging	148	Python
47	Voice-Privacy-Challenge/Voice-Privacy-Challenge-2022 Baseline Recipe for VoicePrivacy Challenge 2022: anonymization systems and...	34	Emerging	69	Python
48	sp-squared/Turkic-Languages-Audio-to-Text-Transcription Open-source Automatic Speech Recognition (ASR) pipeline for Bashkir...	33	Emerging	2	Python
49	dmatekenya/Chichewa-Speech2Text Automated Speech Recognition for Chichewa.	33	Emerging	24	Jupyter Notebook
50	atharva-again/indic-asr-onnx Helper package for using quantized versions of the Indic ASR Model by AI4Bharat.	33	Emerging	2	Jupyter Notebook
51	fquirin/speech-recognition-experiments Experiments to test different speech recognition systems for SEPIA Framework	33	Emerging	63	Python
52	mramshaw/Speech-Recognition Speech recognition with Python	33	Emerging	18	Python
53	jopedroliveira/speech_recog_uc Speech processing ROS-package. Performs speech recognition and estimates the...	31	Emerging	13	C++
54	jfainberg/lattice_combination Lattice combination algorithm to combine inaccurate transcripts with...	30	Emerging	16	Jupyter Notebook
55	Abhishek-op/SR 💡Kivy-android speech recognition	30	Emerging	15	Python
56	robmsmt/SpeechLoop Many ASRs under one roof. With Benchmarking... answering the question. What...	30	Emerging	19	Python
57	Audio-WestlakeU/UMA-ASR This repository is the official implementation of unimodal aggregation (UMA)...	30	Emerging	35	Shell
58	kurianbenoy/malayalam_asr_benchmarking A study to benchmark whisper based ASRs in Malayalam	30	Emerging	11	Jupyter Notebook
59	sooftware/jasper PyTorch implementation of "Jasper: An End-to-End Convolutional Neural...	29	Experimental	32	Python
60	shervinemami/practice_speechrec_mappings A game to help design a better character mapping and to learn the mapping...	29	Experimental	11	Python
61	Forced-Alignment-and-Vowel-Extraction/fave-asr Interface for automated transcription and time alignment of conversational...	28	Experimental	5	Python
62	opensource-spraakherkenning-nl/asr_nl Dutch Speech Recognition webservice	28	Experimental	8	Python
63	chimechallenge/chime-utils Scripts for data generation, scoring and data manifest preparation for...	28	Experimental	24	Python
64	robotology/natural-speech This repository contains a codebase to build automatic speech recognition...	28	Experimental	6	C
65	dialpad/mucs_2021_dialpad Dialpad team's submission to the MUCS 2021 workshop	28	Experimental	5	Python
66	dcavar/ELAN2split Split ELAN Annotation Files and corresponding speech files into a corpus...	28	Experimental	11	C++
67	MichaelGrafnetter/defender-asr-admx Administrative Template (ADMX) for Microsoft Defender Attack Surface Reduction (ASR)	27	Experimental	15	—
68	robmsmt/CommonCorrections Easily fix common corrections in speech!	27	Experimental	3	Python
69	crazymidnight/speech-recognition [WIP] Speech recognition microservice	26	Experimental	6	Python
70	SABER-labs/SABER Semi-Supervised Audio Baseline for Easy Reproduction	26	Experimental	6	Jupyter Notebook
71	Animator617/jasper Jasper is a AI asistence programm based on deeplearning	26	Experimental	2	C++
72	Llamacha/asr-htk-quechua ASR for quechua language is an open source which can run in real time using...	26	Experimental	3	—
73	SALT-Research/SHALLOW SHALLOW, the first hallucination benchmark for ASR models	26	Experimental	4	Python
74	csikasote/bembaspeech-exps Bemba ASR model obtained by fine-tuning a well performing DeepSpeech English...	25	Experimental	4	Jupyter Notebook
75	Cosmos-Break/asr 沪语（上海话）ASR（语音识别）模型	25	Experimental	28	Python
76	idiap/FiniteStateTransducers.jl Play with Weighted Finite State Transducers (WFST) in the Julia language.	25	Experimental	5	Julia
77	ynop/spych Scripts/Tools used for working with automatic speech recognition.	25	Experimental	3	Python
78	linagora-labs/asr_benchmark Toolkit to benchmark various speech recognition APIs (NeMo, Whisper...) and...	25	Experimental	4	Jupyter Notebook
79	belambert/asr-scripts Lots of miscellaneous scripts to work with Sphinx ASR files and other...	24	Experimental	2	Python
80	idiap/TIDIGITSRecipe.jl A Julia recipe for training an ASR system using the TIDIGITS database	24	Experimental	4	Julia
81	SoCXin/ASR1606 L4 R2: ASR 624MHz Cortex-R5 Cat.1 SoC (ASR1606/ASR1602)	24	Experimental	16	C++
82	SoCXin/ASR1601 L4 R3: ASR Cortex-R5 LTE Cat.1 SoC (ASR1601/ASR1603/ASR3601)	24	Experimental	24	Python
83	burrmill/sph2pipe sph2pipe v2.5. We do not maintain this, and/or accept pull requests; just...	24	Experimental	4	C
84	nikhilkumarsingh/Wit-Speech-API-Wrapper A python client for interacting with Wit Speech Recognition API	24	Experimental	25	Python
85	anshulgupta0803/ASSR ASSR: Automatic Stuttered Speech Recognition	23	Experimental	6	Jupyter Notebook
86	AASHISHAG/asr-german Automatic Speech Recognition (ASR) - German	23	Experimental	22	Shell
87	chizkidd/igbo-asr-tonal-evaluation Systematic evaluation of tonal fidelity in facebook/omniASR-CTC-1B when...	23	Experimental	6	Jupyter Notebook
88	andreiliphd/speech-recognition-one-two-three-deep-learning Speech recognition project of one, two and three said in a microphone.	22	Experimental	1	Python
89	abdnh/anki-asr Anki add-on for speech recognition	22	Experimental	1	Python
90	berangerthomas/ASR.lab Benchmarking platform for automatic speech recognition models	22	Experimental	—	HTML
91	frankcholula/sapr Speech & Audio Processing & Recognition 🗣️	22	Experimental	1	Python
92	dobby-seo/korean-speech-recognition-quartznet Jasper 기반 양자화된 모델인 Quartznet 한국어 음성인식	22	Experimental	22	Python
93	nmstoker/SimpleSpeechLoop A very basic demonstration connecting speech recognition and text-to-speech	22	Experimental	20	Python
94	SpringerNLP/Chapter8 Chapter 8: Automatic Speech Recognition	21	Experimental	12	Jupyter Notebook
95	raj-sutariya/gujarati_speech_recognition Offline speech recognition for Gujarati Language.	21	Experimental	22	Python
96	danvers/medienpaed-asr Understanding ASR	21	Experimental	2	Python
97	meichthys/sword_drill Displays Bible verses from parsed microphone input.	21	Experimental	11	Python
98	JunhoKim94/ASR_project This repository created for the NHN ASR hackathon competition.	21	Experimental	11	Python
99	german-asr/nvidia-jasper-german Scripts for training NVIDIA Jasper for German Speech Recognition (ASR).	21	Experimental	10	Jupyter Notebook
100	asafu-art/deepspeech-kabyle Automatic Speech Recognition (ASR) - Kabyle	20	Experimental	18	Shell
101	TicooLiu/HowTo-ASR 开源语音识别自定义数据模型训练指南	20	Experimental	13	—
102	stefanpantic/asr Automatic speech recognition using neural networks	20	Experimental	18	Python
103	SakshiRathi77/hindiSpeechPro-Automatic-Speech-Recognization The project,being part of Kagglex BIPOC Mentorship Program final project,...	20	Experimental	11	Jupyter Notebook
104	llxlr/Speech-Recognition-With-Python Speech Recognition With Python \| python语音识别	19	Experimental	20	—
105	JaesungHuh/look-listen-recognise Dataset page for Look, Listen and Recognise : character-aware audio-visual...	19	Experimental	7	Python
106	EN10/SimpleSpeech Simple Audio Recognition	19	Experimental	5	Python
107	sknadig/ASR_2018_T01 Example repository for 2018 DS/NC 821 / Automatic Speech Recognition projects	19	Experimental	2	Python
108	parvatijay2901/Hindi-ASR-and-TTS EC499: Major Project	19	Experimental	10	Shell
109	jcsilva/asr-benchmark Benchmark of industrial Speech Recognition systems for Brazilian Portuguese	19	Experimental	10	Python
110	R1ckShi/SeACo-Paraformer [ICASSP2023] Source code, model links and open test sets for paper SeACo-Paraformer.	19	Experimental	44	—
111	ysdede/asrtk An open-source Python toolkit designed to streamline the development and...	19	Experimental	6	Python
112	kirshiyin89/py-searchable-audio Search keywords in audio files with Python	18	Experimental	5	Python
113	jarvisx17/ASR ASR (Automatic Speech Recognition) Notebooks	18	Experimental	6	Jupyter Notebook
114	khanld/speechenhancement Speech Enhancement for ASR usage	18	Experimental	6	Python
115	OpenLake/Speech-Analyser An App to help you improve your English fluency 🎤	17	Experimental	4	Jupyter Notebook
116	AdilShamim8/BUET-CSE-Fest-2026 DL Sprint 4.0 \| BUET CSE Fest 2026 — Bengali Long-Form Speech Recognition...	17	Experimental	3	Jupyter Notebook
117	Aprataksh/Python-Files mic_py : Python 3 code for successful use of microphone on windows....	17	Experimental	3	Python
118	dangvansam/nvidia-nemo-jasper-quartznet-asr-vietnamese Nhận dạng giọng nói Tiếng Việt sử dụng model Quartznet (Nvidia) + flask demo	16	Experimental	2	Python
119	Aslm-Fawzy/Speech-Recognition-Using-Raspberry-Pi Simple Speech Recognition Program Run on Raspberry Pi	16	Experimental	3	Jupyter Notebook
120	yulinliu101/ASR_ATC speech recognition system to transcribe ATC voice data	16	Experimental	4	Python
121	AmirHoseein99/Persian_ASR a ASR(automatic speech recognition) model for Persian language based on...	16	Experimental	4	Python
122	jqi41/Subrank ICASSP 2020	16	Experimental	3	C++
123	zhaoyi2/Classical-Speech-Algorithms Classical speech recognition and speaker recognition algorithms	16	Experimental	4	—
124	Slothologist/AudioSegmenter Segmentation of audio for a speech pipeline	16	Experimental	2	C++
125	MML-Group/code4AVE-Speech Source Code for AVE Speech Dataset	16	Experimental	12	Python
126	atmehedi/Speech-to-text-in-Assamese TASK ORIENTED DIALOG SYSTEM IN NATIVE LANGUAGE(ASSAMESE)	15	Experimental	2	Jupyter Notebook
127	opensource-spraakherkenning-nl/ASR_NL_results Results of Dutch ASR models, collected by the community	15	Experimental	2	SCSS
128	srvk/jsalt-2018-grounded-s2s Grounded Sequence-to-Sequence Transduction Team at JSALT 2018	15	Experimental	1	CSS
129	orbxball/timit-preprocessor Extract mfcc vectors and phones from TIMIT dataset	15	Experimental	16	Shell
130	rbrigden/you-only-listen-once Practical speech-only authentication system	15	Experimental	2	Python
131	gheyret/UyghurASR Uyghurche Aptomatik Awaz Tonush(Uyghur ASR)	15	Experimental	6	C#
132	ccoreilly/deepspeech-catala Deepspeech ASR Model for the Catalan Language	15	Experimental	17	Python
133	fafilia/speech-to-text TThis session is how a speech can be recognized by a computer and how a...	14	Experimental	1	Jupyter Notebook
134	acousticclown/Xenator A Speech recognition system that runs basic Programming commands and gives output	14	Experimental	1	—
135	gheyret/uyghurasr_python Uyghurche Aptomatik Awaz Tonush(Uyghur Automatic Speech Recognition)(ASR)	14	Experimental	3	Python
136	itsrohanvj/Name-Recogniser Activates when ever your name is uttered and sends you a mail.	14	Experimental	1	Python
137	mrglaster/PySpeechRecognizer Recognizes speech from .wav file	14	Experimental	1	Python
138	Kabir5296/Kakatua-ASR Official Training Module for IUT National ICT Fest 2024 Datathon:...	14	Experimental	1	Python
139	asrajeh/deepspeech-arabic End-to-End Arabic ASR using DeepSpeech engine	14	Experimental	14	Shell
140	LeoVarnet/fastACI fastACI toolbox: the MATLAB toolbox for investigating auditory perception...	13	Experimental	15	MATLAB
141	pika-online/Foreign_Pronunciation_Generator_for_Code-Switch_ASR a socket script to obtain chinese phones-sequence for any english word	13	Experimental	5	Python
142	belambert/cl-asr A (not entirely working) stand-alone speech recognizer written in Common Lisp	13	Experimental	8	Common Lisp
143	AASHISHAG/deepspeech-swiss-german Automatic Speech Recognition (ASR) - Swiss-German	13	Experimental	7	Python
144	mariateleki/Comparing-ASR-Systems Code for our INTERSPEECH 2024 paper: Comparing ASR Systems in the Context of...	13	Experimental	5	Jupyter Notebook
145	BenyaminZojaji/speech_recognition Speech Recognition Assignments.	13	Experimental	5	Python
146	yehuohan/ln-asr Automatic Speech Recognition	12	Experimental	3	C
147	Omitg24/IIS-ASR Repositorio para Administración de Sistemas y Redes (ASR), asignatura del...	12	Experimental	4	—
148	msalhab96/AraSpot The official implementation of the AraSpot research paper	12	Experimental	3	Python
149	yjg30737/pyqt_speech_recognition PyQt speech recognition demonstrating example (using pydub and...	12	Experimental	3	Python
150	Sheldon1999/speech-recognition a device-state based speech recognition script	12	Experimental	3	Python
151	pprattis/automatic-speech-recognision-system-ASR A python script that implements an automatic speech recognision system.	11	Experimental	2	Python
152	Aashish1106/Speech_Recognition Real-Time Speech Recognition	11	Experimental	2	Jupyter Notebook
153	marlenezw/speech-to-text Turn any video or audio recording into a written transcript using python	11	Experimental	2	Jupyter Notebook
154	csalt-research/OpenASR-py Minimal toolkit for end-to-end automatic speech recognition and related...	11	Experimental	2	Python
155	tafaust/pyCrow Python 3.6 Speech Recognition Framework	11	Experimental	2	Python
156	AlexDolch/Project-8-Real_Time_Translation Data Science Bootcamp @WBS Coding School	11	Experimental	2	Jupyter Notebook
157	ys2843/speech-recognition-camera-app Desktop camera app based on CMU Sphinx	11	Experimental	2	C
158	thekripaverse/Speech-Recognition-System-using-Python A Python-based speech recognition system that converts spoken audio into...	11	Experimental	—	Jupyter Notebook
159	vyahello/speech-recogniser 🤖 Speech recognition program (python)	10	Experimental	1	Python
160	gchrupala/analyzing-analytical-methods Code for the paper "Analyzing analytical methods"...	10	Experimental	1	Python
161	remarkablemark/speech-recognition-demo Speech recognition demo.	10	Experimental	1	Python

Comparisons in this category

FunASR and Fun-ASR (62 vs 50) pocketsphinx and pocketsphinx-python (84 vs 51)