├── mosel-logo-white.png
├── .github
    ├── issue_template.md
    └── pull_request_template.md
├── README.md
└── LICENSE


/mosel-logo-white.png:
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https://raw.githubusercontent.com/hlt-mt/mosel/HEAD/mosel-logo-white.png


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/.github/issue_template.md:
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1 | # Dataset Issue :bug:
2 | 
3 | <!--- Provide the description of the issue including all the relevant information such as the dataset name, and the content involved in the issue (e.g., the link to the collection is not available anymore or the dataset license changed). Also, please list possible solution(s) when available (e.g., the link for downloading the dataset changed). -->
4 | 
5 | 


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/.github/pull_request_template.md:
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 1 | # New Dataset Request :grapes:
 2 | 
 3 | ## Required information
 4 | Please compile the following required information for submitting a new dataset:
 5 | 
 6 | * **Name:** Official name of the dataset you are willing to add
 7 | * **Link:** Link to where the data is mainly distributed (it can be GitHub, HuggingFace, and so on)
 8 | * **License Type:** Describe the license of the collection (e.g., CC BY 4.0)
 9 | * **License Source:** Describe where information about the license of the collection can be found (e.g., a link to the LICENSE page)
10 | * **Source of the speech:** Describe the source(s) from which the speech data has been obtained (e.g., YouTube videos with CC-permissive license)
11 | * **License of the speech:** Describe where information about the license of the speech contained in the collection can be found
12 | * **Hours:** The total number of hours contained in the resource
13 | * **Languages:** The list of languages covered using two-letter ISO 639 codes
14 | * **Label:** Yes or No, whether the dataset contains labels for the corresponding speech
15 | 
16 | ## Additional Information
17 | 
18 | Please describe additional information you believe can be useful for users, you can remove or add any other option below:
19 | 
20 | - [ ] *Domain:* e.g., news broadcast, scientific presentation
21 | - [ ] *Type of source speech:* read/natural
22 | - [ ] *Multiple speakers (within each speech segment):* yes/no
23 | - [ ] *Background noise or music:* yes/no
24 | - [ ] *Supported tasks:* e.g., automatic speech recognition, speech translation


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/README.md:
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  1 | 
  2 | <img src="https://github.com/hlt-mt/mosel/blob/main/mosel-logo-white.png" align="center" width="100%">
  3 | 
  4 | # MOSEL: 950,000 Hours of Speech Data for Open-Source Speech Foundation Model Training on EU Languages
  5 | <p align="center" width="100%">
  6 | <a href="http://arxiv.org/abs/2410.01036"><img src="https://img.shields.io/badge/arXiv-2410.01036-b31b1b.svg"></a>
  7 | </p>
  8 | 
  9 | ## :grapes: Open-Source Compliant Speech Dataset List
 10 | 
 11 | <table>
 12 |   <thead>
 13 |     <tr>
 14 |       <th><strong>Name</strong></th>
 15 |       <th><strong>License</strong></th>
 16 |       <th><strong>Hours</strong></th>
 17 |       <th><strong>Languages</strong></th>
 18 |       <th><strong>Label</strong></th>
 19 |     </tr>
 20 |   </thead>
 21 |   <tbody>
 22 |     <tr>
 23 |       <td><a href="https://commonvoice.mozilla.org/en/datasets">CommonVoice</a></td>
 24 |       <td>CC 0</td>
 25 |       <td>6,732</td>
 26 |       <td>bg, cs, da, nl, en, et, fi, fr, de, el, hu, ga, it, lv, lt, mt, pl, pt, ro, sk, sl, es, sv</td>
 27 |       <td>&#x2705;</td>
 28 |     </tr>
 29 |     <tr>
 30 |       <td><a href="https://github.com/facebookresearch/covost">CoVoST2</a></td>
 31 |       <td>CC 0</td>
 32 |       <td>687</td>
 33 |       <td>en, fr, it, es, pt, et, nl, sv, lv, sl</td>
 34 |       <td>&#x2705;</td>
 35 |     </tr>
 36 |     <tr>
 37 |       <td><a href="https://github.com/Kyubyong/css10">CSS10</a></td>
 38 |       <td>Public Domain</td>
 39 |       <td>99</td>
 40 |       <td>nl, fi, fr, de, el, hu, es</td>
 41 |       <td>&#x2705;</td>
 42 |     </tr>
 43 |     <tr>
 44 |       <td><a href="https://ips-lmu.github.io/EMU.html">EMU</a></td>
 45 |       <td>CC BY 3.0</td>
 46 |       <td>56</td>
 47 |       <td>pl</td>
 48 |       <td>&#x2705;</td>
 49 |     </tr>
 50 |     <tr>
 51 |       <td><a href="https://clarin-pl.eu/dspace/handle/11321/821">EU Parliament</a></td>
 52 |       <td>CC BY 4.0</td>
 53 |       <td>32</td>
 54 |       <td>pl</td>
 55 |       <td>&#x2705;</td>
 56 |     </tr>
 57 |     <tr>
 58 |       <td><a href="https://huggingface.co/datasets/google/fleurs">FLEURS</a></td>
 59 |       <td>CC BY 4.0</td>
 60 |       <td>215</td>
 61 |       <td>bg, cs, da, nl, en, et, fi, fr, de, el, hu, ga, it, lv, lt, mt, pl, pt, ro, sk, sl, es, sv</td>
 62 |       <td>&#x2705;</td>
 63 |     </tr>
 64 |     <tr>
 65 |       <td><a href="https://lindat.cz/repository/xmlui/handle/11234/1-3126">Large Corpus of Czech Parliament Plenary Hearings</a></td>
 66 |       <td>CC BY 4.0</td>
 67 |       <td>444</td>
 68 |       <td>cs</td>
 69 |       <td>&#x2705;</td>
 70 |     </tr>
 71 |     <tr>
 72 |       <td><a href="https://github.com/facebookresearch/libri-light">LibriLight</a></td>
 73 |       <td>Public Domain</td>
 74 |       <td>57,706</td>
 75 |       <td>en</td>
 76 |       <td>&#x274C;</td>
 77 |     </tr>
 78 |     <tr>
 79 |       <td><a href="https://www.openslr.org/60/">LibriTTS</a></td>
 80 |       <td>CC BY 4.0</td>
 81 |       <td>585</td>
 82 |       <td>en</td>
 83 |       <td>&#x2705;</td>
 84 |     </tr>
 85 |     <tr>
 86 |       <td><a href="https://www.openslr.org/12">LibriSpeech</a></td>
 87 |       <td>CC BY 4.0</td>
 88 |       <td>360</td>
 89 |       <td>en</td>
 90 |       <td>&#x2705;</td>
 91 |     </tr>
 92 |     <tr>
 93 |       <td><a href="https://www.cl.uni-heidelberg.de/statnlpgroup/librivoxdeen/">LibriVoxDeEn</a></td>
 94 |       <td>Public Domain</td>
 95 |       <td>547</td>
 96 |       <td>de</td>
 97 |       <td>&#x2705;</td>
 98 |     </tr>
 99 |     <tr>
100 |       <td><a href="https://github.com/czyzi0/the-mc-speech-dataset">MC Speech</a></td>
101 |       <td>CC 0</td>
102 |       <td>22</td>
103 |       <td>pl</td>
104 |       <td>&#x2705;</td>
105 |     </tr>
106 |     <tr>
107 |       <td><a href="https://www.openslr.org/94/">Multilingual LibriSpeech</a></td>
108 |       <td>CC BY 4.0</td>
109 |       <td>50,687</td>
110 |       <td>nl, en, fr, de, it, pl, pt, es</td>
111 |       <td>&#x2705;</td>
112 |     </tr>
113 |     <tr>
114 |       <td><a href="https://datashare.ed.ac.uk/handle/10283/2353">SIWIS</a></td>
115 |       <td>CC BY 4.0</td>
116 |       <td>11</td>
117 |       <td>fr</td>
118 |       <td>&#x2705;</td>
119 |     </tr>
120 |     <tr>
121 |       <td><a href="http://download.tensorflow.org/data/speech_commands_v0.02.tar.gz">Speech Commands</a></td>
122 |       <td>CC BY 4.0</td>
123 |       <td>18</td>
124 |       <td>en</td>
125 |       <td>&#x2705;</td>
126 |     </tr>
127 |     <tr>
128 |       <td><a href="https://datashare.ed.ac.uk/handle/10283/3443">VCTK</a></td>
129 |       <td>CC BY 4.0</td>
130 |       <td>44</td>
131 |       <td>en</td>
132 |       <td>&#x2705;</td>
133 |     </tr>
134 |     <tr>
135 |       <td rowspan="2"><a href="https://github.com/facebookresearch/voxpopuli">VoxPopuli</a></td>
136 |       <td rowspan="2">CC 0</td>
137 |       <td>383,500</td>
138 |       <td>bg, hr, cs, da, nl, en, et, fi, fr, de, el, hu, it, lv, lt, mt, pl, pt, ro, sk, sl, es, sv</td>
139 |       <td>&#x274C;</td>
140 |     </tr>
141 |     <tr>
142 |       <td>1,791</td>
143 |       <td>hr, cs, nl, en, et, fu, fr, de, hu, it, lt, pl, ro, sk, sl, es</td>
144 |       <td>&#x2705;</td>
145 |     </tr>
146 |     <tr>
147 |       <td rowspan="2"><a href="https://huggingface.co/datasets/PleIAs/YouTube-Commons">YouTube-Commons</a></td>
148 |       <td rowspan="2">CC BY 4.0</td>
149 |       <td>3,261</td>
150 |       <td>bg, cs, nl, en, et, fr, de, el, hu, it, pl, pt, ro, es</td>
151 |       <td>&#x274C;</td>
152 |     </tr>
153 |     <tr>
154 |       <td>443,396</td>
155 |       <td>bg, cs, nl, en, et, fi, fr, de, el, hu, it, lv, lt, pl, pt, ro, es, sv</td>
156 |       <td>&#x2705;</td>
157 |     </tr>
158 |     <tr>
159 |       <td><a href="https://huggingface.co/datasets/FBK-MT/mosel">MOSEL :grapes: <a/></td>
160 |       <td>CC BY 4.0</td>
161 |       <td>441,206</td>
162 |       <td>bg, hr, cs, da, nl, en, et, fi, fr, de, el, hu, it, lv, lt, mt, pl, pt, ro, sk, sl, es, sv</td>
163 |       <td>&#x2705;</td>
164 |     </tr>
165 |     <tr>
166 |       <td colspan="5" style="text-align:center; font-weight:bold;">
167 |         Datasets added after MOSEL release
168 |       </td>
169 |   </tr>
170 |     <tr>
171 |       <td><a href="https://huggingface.co/datasets/espnet/yodas">Yodas<a/></td>
172 |       <td>CC BY 3.0</td>
173 |       <td>369,510</td>
174 |       <td>149</td>
175 |       <td>&#x2705;</td>
176 |     </tr>
177 |     <tr>
178 |       <td><a href="https://huggingface.co/datasets/speechbrain/LoquaciousSet">LoquaciousSet<a/></td>
179 |       <td>CC BY 3.0/4.0</td>
180 |       <td>25,000</td>
181 |       <td>en</td>
182 |       <td>&#x2705;</td>
183 |     </tr>
184 |     <tr>
185 |       <td><a href="https://huggingface.co/datasets/nvidia/Granary">Granary :corn: <a/></td>
186 |       <td>CC BY 3.0/4.0</td>
187 |       <td>~1M</td>
188 |       <td>bg, cs, da, de, el, en, es, et, fi, fr, hr, hu, it, lt, lv, mt, nl, pl, pt, ro, sk, sl, sv, uk, ru</td>
189 |       <td>&#x2705;</td>
190 |     </tr>
191 |   </tbody>
192 | </table>
193 | 
194 | 
195 | For the languages, [two-letter ISO 639 codes are used](https://en.wikipedia.org/wiki/List_of_ISO_639_language_codes).
196 | 
197 | ## :warning: Contribute and Report Issues
198 | If you want to add an open-source compliant dataset to the list, please fill a [Pull Request](compare). If you want to report an issue about existing content, please use the issues section.
199 | 
200 | ## :checkered_flag: Citation
201 | If you use MOSEL dataset, please cite:
202 | ```bibtex
203 | @inproceedings{mosel,
204 |   title = {{MOSEL: 950,000 Hours of Speech Data for Open-Source Speech Foundation Model Training on EU Languages}},
205 |   author = {Marco Gaido and Sara Papi and Luisa Bentivogli and Alessio Brutti and Mauro Cettolo and Roberto Gretter and Marco Matassoni and Mohamed Nabihand Matteo Negri},
206 |   booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing",
207 |   month = nov,
208 |   year = "2024",
209 |   address = "Miami, United States",
210 |   publisher = "Association for Computational Linguistics",
211 | }
212 | ```


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