| Datasets-Audio Content Analysis | http://www.audiocontentanalysis.org/data-sets/ | 
| Datasets – Marsyas | http://marsyas.info/downloads/datasets.html | 
| Speech Recognition Datasets | https://catalog.ldc.upenn.edu/LDC93S1 | 
| TV News Channel Commercial Detection Dataset Data Set | http://archive.ics.uci.edu/ml/datasets/tv+news+channel+commercial+detection+dataset | 
| Million Song Dataset | https://labrosa.ee.columbia.edu/millionsong/ | 
| The VidTIMIT Dataset | http://conradsanderson.id.au/vidtimit/ | 
| Singing Voice Audio Dataset | http://isophonics.net/SingingVoiceDataset | 
| Music Information Retrieval Datasets | http://grh.mur.at/sites/default/files/mir_datasets_0.html | 
| MMTD – Million Musical Tweets Dataset | http://www.cp.jku.at/datasets/MMTD/ | 
| Datasets for Audio Tag Classification: Genre Dataset | https://musicinformationretrieval.wordpress.com/2017/02/06/datasets-for-audio-tag-classification-genre/ | 
| MAPS Database – A Piano Database for Multipitch Estimation | http://www.tsi.telecom-paristech.fr/aao/en/2010/07/08/maps-database-a-piano-database-for-multipitch-estimation-and-automatic-transcription-of-music/ | 
| A Musical Audio Signal Database | http://www.tsi.telecom-paristech.fr/aao/en/2012/03/12/quasi/ | 
| DCASE2016 Dataset | http://www.cs.tut.fi/sgn/arg/dcase2016/ | 
| MIR-1K Dataset | https://sites.google.com/site/unvoicedsoundseparation/mir-1k | 
| Bird Audio Detection Challenge Dataset | http://machine-listening.eecs.qmul.ac.uk/bird-audio-detection-challenge/ | 
| MLSP 2013 Bird Classification Dataset | www.kaggle.com/c/mlsp-2013-birds/data | 
| NOIZEUS Dataset | http://ecs.utdallas.edu/loizou/speech/noizeus/ | 
| The CMU Audio Databases | http://www.speech.cs.cmu.edu/databases/ | 
| Human-voice-dataset | https://github.com/vocobox/human-voice-dataset | 
| The YouTube Personality Dataset | https://www.idiap.ch/dataset/youtube-personality/download-proc | 
| Environmental Sounds Datasets | http://www.cs.tut.fi/~heittolt/datasets | 
| MediaEval Datasets | http://www.multimediaeval.org/datasets/ | 
| Music Recommendation Datasets for Research | http://www.dtic.upf.edu/~ocelma/MusicRecommendationDataset/ | 
| BBC Music Dataset | https://datahub.io/dataset/bbc-music | 
| Gender Recognition by Voice Dataset | https://www.kaggle.com/primaryobjects/voicegender | 
| The AVspoof Database | https://www.idiap.ch/dataset/avspoof/download-proc | 
| Singing Voice Separation – Datasets | https://musicinformationretrieval.wordpress.com/2017/01/24/singing-voice-separation-datasets/ |