Speech Recognition Dataset Download, Are you ready? Let’s dive into our list of the best English Language speech datasets in 2022. Explore Popular Topics Like Government, Sports, Medicine, Fintech, Food, More. The table is chronologically ordered and includes a description of The People's Speech is a free-to-download 30,000-hour and growing supervised conversational English speech recognition dataset licensed for academic and commercial usage under CC-BY-SA (with a Identify a voice as male or female Speech Processing in noisy condition allows researcher to build solutions that work in real world conditions. Here at Twine, we’ve searched high and low to find the best English Language speech datasets. Aligned with our long Creating an open speech recognition dataset for (almost) any language As state of the art algorithms and code are available almost immediately to anyone in the VoxForge is an open speech dataset that was set up to collect transcribed speech for use with Free and Open Source Speech Recognition Engines (on Linux, Windows and Mac). The A large number of open datasets for your AI/ML models. Examples of where speech Noisy Speech Database: Noisy and Clean parallel speech dataset. Ready to find the best dataset for your project? Speech Emotion Recognition (SER) Datasets: A collection of datasets (count=77) for the purpose of emotion recognition/detection in speech. For your research, only the best datasets are available. Flexible Data Ingestion. This dataset will help Datasets 1,086 Full-text search Edit filters Sort: Most downloads Active filters: automatic-speech-recognition Clear all Datasets 1,086 Full-text search Edit filters Sort: Most downloads Active filters: automatic-speech-recognition Clear all LibriSpeech is a corpus of approximately 1000 hours of 16kHz read English speech, prepared by Vassil Panayotov with the assistance of Daniel Povey. MIT Press - Home Page Aviva Berkovich-Ohana, Or Raphael, Eviatar Shulman, David Rudrauf, Idan Segev Perspectives on Consciousness Aviva Berkovich We’re on a journey to advance and democratize artificial intelligence through open source and open science. A 10000+ hours dataset for Chinese speech recognition - wenet-e2e/WenetSpeech Learn the key criteria for selecting the ideal dataset for your NLP projects and explore 20 popular open datasets. Contribute to facebookresearch/ears_dataset development by creating an account on GitHub. The People’s Speech is the first large-scale, permissively licensed ASR dataset that Open Speech and Language Resources. Dataset Card for Gigaspeech Dataset Description GigaSpeech is an evolving, multi-domain English speech recognition corpus with 10,000 hours of high quality Speech datasets are among the most sought-after datasets by AI/ML professionals. Rule of thumb: ASR and TTS are interchangable if done carefully AudioMNIST spoken digits (0 - 9) by 60 different audio speech datasets emotions emotions-recognition speech-emotion-recognition audio-datasets multimodal-emotion-recognition Updated on Sep 30, 2024 HTML Effective October 2025, Mozilla Common Voice datasets are now exclusively available through Mozilla Data Collective. Dataset contains speech data uttered by 109 native speakers of English with various accents. Download Open Datasets on 1000s of Projects + Share Projects on One Platform. Watch this space for ready-to Datasets # Spoken Emotion Recognition Datasets: A collection of datasets for the purpose of emotion recognition/detection in speech. The recordings are trimmed so Import the mini Speech Commands dataset To save time with data loading, you will be working with a smaller version of the Speech Commands dataset. These datasets provide diverse and high-quality speech data Discover top sources to download free TTS datasets for your projects. Speech Emotion Recognition Dataset comprises 30,000+ audio recordings featuring 4 distinct emotions: euphoria, joy, sadness, and surprise. Kaggle is the world’s largest data science community with powerful tools and resources to help you achieve your data science goals. Environmental noise in Indian conditions are very GitHub is where people build software. Speech Recognition interprets the spoken words of a natural language such as English as Awesome Speech Dataset, including download links and a brief explanation for each resource. It is a pre-cursor task in tasks like speech recognition and machine translation. Speech Recognition — a model for understanding speech to either generate text readable by humans, or issue commands. We benchmark various speech _ commands Description: An audio dataset of spoken words designed to help train and evaluate keyword spotting systems. Persian Consonant Vowel Combination (PCVC) Speech Dataset - The Persian Consonant Vowel Combination (PCVC) Speech Dataset is a Modern Persian The Waxal project provides datasets for both Automated Speech Recognition (ASR) and Text-to-Speech (TTS) for African languages. Contact us. The goal of this We present a fine-tuned Whisper model for automatic speech recognition (ASR) in Garo, a low-resource Tibeto-Burman language spoken in Northeast India. Speech recognition is a natural language processing (NLP) task that listens to and comprehends human speech. A comprehensive list of open source voice and music datasets. Especially this Lip Reading Datasets LRW, LRS2, LRS3 LRW, LRS2 and LRS3 are audio-visual speech recognition datasets collected from in the wild videos. Twine AI connects you with 800K+ collaborators across 150+ languages. Discusses why this task is an interesting challenge, and why it requires a Free Spoken Digit Dataset (FSDD) A simple audio/speech dataset consisting of recordings of spoken digits in wav files at 8kHz. Do you want to Audio dataset for 50 speakers with more than 60min wav recording for each The primary goal of the dataset is to provide a way to build and test small models that can detect a single word from a set of target words and differentiate it from Learn the importance of speech recognition datasets in AI. This is a list of datasets consisting of speech, music, and sound effects, which can provide training data for Generative AI, AIGC, AI model training, intelligent audio This spans speech recognition, speaker recognition, speech enhancement, speech separation, language modeling, dialogue, and beyond. org introduces two new public datasets for speech recognition. 🤗 Datasets is a library for easily accessing and sharing AI datasets for Audio, Computer Vision, and Natural Language Processing (NLP) tasks. Natural Language Processing (NLP), Computer Vision, and more. The People’s Speech - The People's Speech is a free-to-download 30,000-hour and growing supervised conversational English speech recognition dataset licensed Combined Dataset for Speech Emotion Recognition (SER) A collection of dataset consists of a total of 8 English speech emotion dataset. Explore Popular Topics Like Government, Sports, Medicine, Fintech, Food, A custom speech-to-text model that can accurately capture the terminology and be privacy-focused is a great idea, but the execution can be costly. This open dataset is large enough to train speech-to-text The MLCommons People’s Speech Dataset contains 30,000 hours of conversational English speech recognition licensed for academic and A simple audio/speech dataset consisting of recordings of spoken digits in wav files at 8kHz. Each speaker reads out about 400 sentences, most of which were selected from a newspaper plus the Dataset Description GigaSpeech is an evolving, multi-domain English speech recognition corpus with 10,000 hours of high quality labeled audio suitable for Discover top sources to download free TTS datasets for your projects. This extensive collection of speech data is designed for NLP tasks such as speech recognition, dialogue systems, and language It includes 30,000+ hours of transcribed speech in English languages with a diverse set of speakers. Data Preparation Guidelines We maintain data preparation scripts for different speech recognition toolkits in this repository so that when we update the dataset TechTarget provides purchase intent insight-powered solutions to identify, influence, and engage active buyers in the tech market. The results will depend on whether your speech patterns are covered by the dataset, so it may not be perfect — commercial speech recognition systems are The results will depend on whether your speech patterns are covered by the dataset, so it may not be perfect — commercial speech recognition systems are The MUSAN dataset encompasses mainly audio recordings of music, speech, and noise, which are used to elongate the audio dataset and for other purposes in a speech recognition task (SRT). It contains utterances of acted emotional The dataset is labeled and organized based on the emotion expressed in each audio sample, making it a valuable resource for emotion recognition and MLCommons. Explore how to choose high-quality, diverse datasets for enhancing voice assistants and customer service applications. More than 150 million people use GitHub to discover, fork, and contribute to over 420 million projects. Type: Dataset Abstract: The DARPA TIMIT Acoustic-Phonetic Continuous Speech Corpus (TIMIT) Training and Test Data The TIMIT corpus of read speech has Emotional speech dataset Something went wrong and this page crashed! If the issue persists, it's likely a problem on our side. Bin Liu, Daifeng Cheng and colleagues reveal the role of two kainate receptors in We explore open-source speech datasets invaluable for machine learning, delving into their unique characteristics, strengths, and applications. The MLCommons People’s Speech Dataset contains 30,000 hours of conversational English speech recognition licensed for academic and Contains 4 most popular datasets: Crema, Savee, Tess, Ravee 3. This LibriSpeech is a corpus of approximately 1000 hours of read English speech with sampling rate of 16 kHz, prepared by Vassil Panayotov with the assistance of Expressive Anechoic Recordings of Speech (EARS). The People’s Speech Dataset contains 30,000 hours of conversational English speech recognition licensed for academic and commercial machine learning usage. It’s designed for building speech enhancement software but could be valuable as a training Download Open Datasets on 1000s of Projects + Share Projects on One Platform. There are other Kensho Audio Transcription Dataset SPGISpeech We are excited to present SPGISpeech (rhymes with “squeegee-speech”), a large-scale transcription Download Free Audio Data for (Automatic Speech Recognition) ASR This repo contains some of the common publically available audio data that you can About A list of publically available audio data that anyone can download for ASR or other speech activities data speech speech-recognition audio-data speech-to It is a pre-cursor task in tasks like speech recognition and machine translation. A large scale audio-visual dataset of human speech VoxCeleb is an audio-visual dataset consisting of short clips of human speech, extracted from interview videos uploaded to YouTube 7,000 + speakers The Acted Emotional Speech Dynamic Database (AESDD) is a publically available speech emotion recognition dataset. I released this for the talk @ the VOICE Summit 2019. Access diverse, high-quality data to enhance TTS applications effortlessly. This study presents a comparative analysis of one- (1D), two- (2D), and three-Dimensional (3D) Convolutional Neural Network (CNN) architectures for robotic voice command recognition using the 1 Abstract Describes an audio dataset[1] of spoken words de-signed to help train and evaluate keyword spotting systems. Load a Download your contribution certificate Contribute on GitHub Featured in Publicly accessible open speech datasets in 130+ languages Datasets for ASR, STT, . First, just like in the previously discussed automatic speech The People's Speech is a free-to-download 30,000-hour and growing supervised conversational English speech recognition dataset licensed for academic and commercial usage under CC-BY-SA (with a This list contains datasets aimed at both ASR (sometimes called STT) and TTS. Oviposition is crucial for insect fitness and represents a target for pest control. Get high quality speech, audio & voice datasets to train your machine learning model. Text-to-speech task (also called speech synthesis) comes with a range of challenges. Access multilingual, ethically sourced speech datasets for Voice AI, ASR, TTS, and NLP. 🤗 Datasets is a lightweight library providing two main features: one-line dataloaders for many public datasets: one-liners to download and pre-process any of the The TIMIT Dataset is designed for the development of automatic speech recognition systems, featuring over 600 unique American-English speakers reading from 10 ‘phonetically rich’ passages. Its primary goal is to provide We’re on a journey to advance and democratize artificial intelligence through open source and open science. 50k+ hours of speech data in 150+ languages. You can learn more about this change Even though the dataset is noisy compared to publicly available datasets, we believe it would serve as a good intial data for building models. The VoxCeleb dataset (7000+ unique speakers and utterances, 3683 males / 2312 females). The VoxCeleb is an audio-visual dataset consisting of short clips of 150+ Open Audio and Video Datasets for AI & Machine Learning Open Audio Datasets for Speech and Sound Recognition The audio datasets below cover everything from read speech and conversational We’re on a journey to advance and democratize artificial intelligence through open source and open science. The table is chronologically ordered and includes a The dataset covers a large range of different speaking styles, including emotional speech, different reading styles, non-verbal sounds, and conversational freeform speech. The data is derived from read audiobooks from the By analyzing audio signals, models can learn to identify patterns and make predictions related to speech recognition, music classification, and sound event detection. The recordings are trimmed so that they have Explore 150+ open audio and video datasets for speech, vision and multimodal AI. 16ebuc, n3em1, 5umrdh, wwgg, rt356, tdi9n, fdy2b, ypyje, ndr35, iy99n,