Update README.md

README.md

@@ -1,48 +1,34 @@
+---
+language:
+- kk
+arxiv: 2201.05771
+tags:
+- audio
+- speech
+task_categories:
+- speech-to-audio
+---
 ## KazakhTTS: An Open-Source Kazakh Text-to-Speech Dataset
 
 This repository contains dataset for training a Kazakh text-to-speech (TTS) model.  The project utilizes the KazakhTTS and KazakhTTS2 corpora and builds upon the ESPnet framework.  Pretrained models and vocoders are available.
 
-**Summary:**
+**Paper**: [KazakhTTS2: Extending the Open-Source Kazakh TTS Corpus With More Data, Speakers, and Topics](https://aclanthology.org/2022.lrec-1.578.pdf)
 
-The KazakhTTS project offers a recipe for training high-quality Kazakh TTS models using the ESPnet framework.  It provides access to pretrained models and vocoders, along with instructions for synthesis.  The project emphasizes ethical use and requires attribution.
-
-
-**Model Information:**
-
-The project uses ESPnet for model training.  The recipe supports training various models such as Tacotron2 and FastSpeech.  Pretrained models and vocoders are offered.
-
-
-<!-- **Pretrained Models and Vocoders:**
-
-The following pretrained models and vocoders are available (links removed as requested):
-
-
-| Model/Vocoder Name                      | Description                                      |
-|------------------------------------------|--------------------------------------------------|
-| `kaztts_female1_tacotron2_train.loss.ave` | Tacotron2 training loss for female speaker 1    |
-| `kaztts_female2_tacotron2_train.loss.ave` | Tacotron2 training loss for female speaker 2    |
-| `kaztts_female3_tacotron2_train.loss.ave` | Tacotron2 training loss for female speaker 3    |
-| `kaztts_male1_tacotron2_train.loss.ave`  | Tacotron2 training loss for male speaker 1     |
-| `kaztts_male2_tacotron2_train.loss.ave`  | Tacotron2 training loss for male speaker 2     |
-| `parallelwavegan_female1_checkpoint`     | Parallel WaveGAN checkpoint for female speaker 1 |
-| `parallelwavegan_female2_checkpoint`     | Parallel WaveGAN checkpoint for female speaker 2 |
-| `parallelwavegan_female3_checkpoint`     | Parallel WaveGAN checkpoint for female speaker 3 |
-| `parallelwavegan_male1_checkpoint`      | Parallel WaveGAN checkpoint for male speaker 1  |
-| `parallelwavegan_male2_checkpoint`      | Parallel WaveGAN checkpoint for male speaker 2  |
+**GitHub Repository:** [https://github.com/IS2AI/Kazakh_TTS](https://github.com/IS2AI/Kazakh_TTS)
 
- -->
 **Citation:**
-
 ```bibtex
-@inproceedings{mussakhojayeva21_interspeech,
-  author={Saida Mussakhojayeva and Aigerim Janaliyeva and Almas Mirzakhmetov and Yerbolat Khassanov and Huseyin Atakan Varol},
-  title={{KazakhTTS: An Open-Source Kazakh Text-to-Speech Synthesis Dataset}},
-  year=2021,
-  booktitle={Proc. Interspeech 2021},
-  pages={2786--2790},
-  doi={10.21437/Interspeech.2021-2124}
+@inproceedings{mussakhojayeva-etal-2022-kazakhtts2,
+    title = "{K}azakh{TTS}2: Extending the Open-Source {K}azakh {TTS} Corpus With More Data, Speakers, and Topics",
+    author = "Mussakhojayeva, Saida  and
+      Khassanov, Yerbolat  and
+      Varol, Huseyin Atakan",
+    booktitle = "Proceedings of the Thirteenth Language Resources and Evaluation Conference",
+    month = jun,
+    year = "2022",
+    address = "Marseille, France",
+    publisher = "European Language Resources Association",
+    url = "https://aclanthology.org/2022.lrec-1.578/",
+    pages = "5404--5411",
 }
-```
-
-**GitHub Repository:** [https://github.com/IS2AI/Kazakh_TTS](https://github.com/IS2AI/Kazakh_TTS)
-
+```