Update README.md

README.md

@@ -34,7 +34,7 @@ configs:
 - **Diverse speakers**: 2296 speakers (60% male, 40% female)
 - **Multi-source**: Derived from [VoxCeleb](https://www.robots.ox.ac.uk/~vgg/data/voxceleb/) and [Expresso](https://speechbot.github.io/expresso/) corpora
 - **Rich metadata**: Emotion labels, NV annotations, speaker IDs, audio quality metrics
-
+- **Sampling rate**: 16kHz sampling rate for audio from VoxCeleb, 48kHz for audio from Expresso
 <!-- ## Dataset Structure 📂
 
 
@@ -48,7 +48,7 @@ NonverbalTTS/
 └── metadata.csv # Metadata annotations -->
 
 
-## Metadata Schema (`metadata.csv`) 📋
+<!-- ## Metadata Schema (`metadata.csv`) 📋
 
 | Column | Description | Example |
 |--------|-------------|---------|
@@ -62,16 +62,16 @@ NonverbalTTS/
 | `duration` | Audio length (seconds) | `3.6338125` |
 | `speaker_id` | Speaker identifier | `ex01` |
 | `data_name` | Source corpus | `Expresso` |
-| `gender` | Speaker gender | `m` |
+| `gender` | Speaker gender | `m` | -->
 
-**NV Symbols**: 🌬️=Breath, 😂=Laughter, etc. (See [Annotation Guidelines](https://zenodo.org/records/15274617))
+<!-- **NV Symbols**: 🌬️=Breath, 😂=Laughter, etc. (See [Annotation Guidelines](https://zenodo.org/records/15274617)) -->
 
 ## Loading the Dataset 💻
 
 ```python
 from datasets import load_dataset
 
-dataset = load_dataset("deepvk/NonverbalTTS")
+dataset = load_dataset("deepvk/NonverbalTTS", revision="refs/convert/parquet")
 ```
 
 <!-- # Access train split
@@ -122,6 +122,8 @@ Fine-tuning CosyVoice-300M on NonverbalTTS achieves parity with state-of-the-art
 
 ## Citation 📝
 
+TODO
+<!-- 
 ```
 @dataset{nonverbaltts2024,
   author = {Borisov Maksim, Spirin Egor, Dyatlova Darya},
@@ -133,4 +135,4 @@ Fine-tuning CosyVoice-300M on NonverbalTTS achieves parity with state-of-the-art
   doi = {10.5281/zenodo.15274617},
   url = {https://zenodo.org/records/15274617}
 }
-```
+``` -->