Update app.py

app.py

@@ -17,11 +17,11 @@ description = """
 <center>
 <img src='/file=assets/Friesland.png' width=300px><br>
 These are the prototype Frisian synthetic speech models intended to showcase the findings of my PhD research, which are described in Section 7.6 of the dissertation.<br>
-The single-speaker model was trained on only <strong>20 minutes</strong> of data (recordings) using transfer learning from Dutch data. The multi-speaker model was trained from scratch wholly on <strong>32 hours</strong> of Frisian data.<br><br>
+The single-speaker model was trained on only <strong>20 minutes</strong> of data (recordings) using transfer learning from Dutch data. The multi-speaker model was trained from scratch on <strong>32 hours</strong> of Frisian data (from <a href='https://commonvoice.mozilla.org/fy-NL' target='_blank'>Mozilla Common Voice</a>).<br><br>
 Please select the model's tab above, enter any Frisian text (or choose from the examples for convenience), select a speaker ID below (for the multi-speaker model), and click on Submit to synthesize the speech.<br>
 </center>
 """
-article = "<center>This is a basic demo version intended to accompany my PhD dissertation, showcasing the effects of several findings included in the research (please see the dissertation for details).<br> Due to hosting constraints, the model may be rather slow in synthesizing. Thank you for your patience!<br> Please reach out to <a href='https://www.rug.nl/staff/t.p.do/' target='_blank'>Phat Do</a> or email me at <a href='mailto:t.p.do@rug.nl' target='_blank'>t.p.do@rug.nl</a> if you are interested in knowing more!</center><br><br>To phonetically transcribe the input Frisian text, this work gratefully uses the G2P Frysk model and script kindly provided by the Fryske Akademy:<br> Heeringa, Wilbert & Drenth, Eduard & Van de Velde, Hans (2024). G2P Frysk [computer program]. Retrieved 4 July 2024 from <a href='https://www.fa.knaw.nl/fa-apps/graph2phon/' target='_blank'>https://www.fa.knaw.nl/fa-apps/graph2phon/</a>."
+article = "<center>This is a basic demo version intended to accompany my PhD dissertation, showcasing the effects of several findings included in the research (please see the dissertation for details).<br> Due to hosting constraints, the model may be rather slow in synthesizing. Thank you for your patience!<br> Please reach out to <a href='https://www.rug.nl/staff/t.p.do/' target='_blank'>Phat Do</a> or email me at <a href='mailto:t.p.do@rug.nl' target='_blank'>t.p.do@rug.nl</a> if you are interested in knowing more!</center><br><br>To phonetically transcribe the input Frisian text, this work gratefully uses the G2P Frysk model and script kindly provided by the Fryske Akademy:<br> Heeringa, Wilbert & Drenth, Eduard & Van de Velde, Hans (2024). G2P Frysk [computer program]. Retrieved 4 July 2024 from <a href='https://www.fa.knaw.nl/fa-apps/graph2phon/' target='_blank'>https://www.fa.knaw.nl/fa-apps/graph2phon/</a>.<br><br>The Frisian training data is extracted from Mozilla Common Voice and the Dutch data from CSS10:<br>Ardila, R., Branson, M., Davis, K., Kohler, M., Meyer, J., Henretty, M., Morais, R., Saunders, L., Tyers, F., & Weber, G. (2020). <a href='https://commonvoice.mozilla.org/fy-NL' target='_blank'>Common Voice</a>: A Massively-Multilingual Speech Corpus. Proceedings of the 12th LREC, 4218–4222. <br>Park, K., & Mulc, T. (2019). CSS10: A collection of single speaker speech datasets for 10 languages. Proc. Interspeech 2019, 1566–1570. <a href='https://doi.org/10.21437/Interspeech.2019-1500' target='_blank'>https://doi.org/10.21437/Interspeech.2019-1500</a>."
 
 def load_models(config_path, model_name, device = "cpu"):
     # getting configs