Update README.md

README.md

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 # Uzbek Speech-to-Text (STT) Dataset
 
-This dataset contains audio files and their corresponding transcriptions in Uzbek language, organized into different folders based on data splits. The dataset is designed to support speech recognition tasks in Uzbek.
+This dataset contains audio recordings in Uzbek and their corresponding transcriptions. The dataset is organized into several folders based on different subsets, such as validated, train, and other datasets.
 
 ## Dataset Structure
 
-The dataset is organized into the following main directories within the `audio/` folder:
+The dataset is structured as follows:
 
-### 1. `wavs/`
-This folder contains individual `.wav` audio files. These files are typically short audio clips. The corresponding transcriptions are provided in the `metadata.csv` file.
+- **audio/**: Contains all audio files.
+  - **uz_other_dataset/**: Contains `.tar` files, each containing multiple `.wav` files.
+  - **uz_train_dataset/**: Contains `.tar` files, each containing multiple `.wav` files.
+  - **uz_validated_dataset/**: Contains `.tar` files, each containing multiple `.wav` files.
+  - **wavs/**: Contains individual `.wav` files.
 
-- **Number of files:** 1,171
-- **File format:** `.wav`
-- **Example file path:** `audio/wavs/file_299-0dae1d85fd1e109ddca5d1d394ff18cf.wav`
+- **transcription/**: Contains `.tsv` files with transcriptions.
+  - **other.tsv**: Transcriptions for `uz_other_dataset`.
+  - **train.tsv**: Transcriptions for `uz_train_dataset`.
+  - **validated.tsv**: Transcriptions for `uz_validated_dataset`.
+  - **wavs.tsv**: Transcriptions for `wavs`.
 
-### 2. `uz_other_dataset/`
-This folder contains audio data stored in `.tar` archives. Each `.tar` file contains multiple audio clips in `.mp3` format. The transcriptions for these files are also included in the `metadata.csv`.
+## Example Data
 
-- **Number of files:** 4 `.tar` archives
-- **File format:** `.mp3` inside `.tar`
-- **Example file path:** `audio/uz_other_dataset/uz_other_0.tar`
+Each `.tsv` file contains the following columns:
 
-### 3. `uz_validated_dataset/`
-Similar to `uz_other_dataset`, this folder contains validated audio data stored in `.tar` archives. These files have passed quality checks and are validated transcriptions.
+- `file_name`: Path to the audio file.
+- `transcription`: Corresponding transcription text.
 
-- **Number of files:** 3 `.tar` archives
-- **File format:** `.mp3` inside `.tar`
-- **Example file path:** `audio/uz_validated_dataset/uz_validated_0.tar`
+### Example:
 
-### 4. `uz_train_dataset/`
-This folder contains training data stored in `.tar` archives. The transcriptions for these files are aimed at building robust speech recognition models.
-
-- **Number of files:** 2 `.tar` archives
-- **File format:** `.mp3` inside `.tar`
-- **Example file path:** `audio/uz_train_dataset/uz_train_0.tar`
-
-## Metadata
-
-The dataset includes a `metadata.csv` file that provides the following columns:
-
-- **`file_name`:** The path to the audio file relative to the `audio/` folder.
-- **`transcription`:** The corresponding transcription for the audio file.
-
-### Example Row
-
-```csv
-file_name,transcription
-audio/wavs/file_299-0dae1d85fd1e109ddca5d1d394ff18cf.wav,qabul davomida 16 nafar fuqaroning 17 ta turli masalalardagi murojaatlari ko'rib chiqildi
-audio/uz_other_dataset/common_voice_uz_28889488.mp3,Ammo yig‘lashga arziydigan xato bor.
-audio/uz_validated_dataset/common_voice_uz_30538165.mp3,Toshkent va Sirdaryoda yer maydonini sotmoqchi bo‘lgan firibgarlar ushlandi
-audio/uz_train_dataset/common_voice_uz_40010123.mp3,Toshkent va Sirdaryoda yer maydonini sotmoqchi bo‘lgan firibgarlar ushlandi
+```plaintext
+file_name                                        | transcription
+----------------------------------------------- | -----------------------------------------------------------------
+audio/uz_validated_dataset/common_voice_uz_30061653.mp3 | Xola, anuv shokoladingizdan obering, dedi chamasi etti yasharlar qiz bidirlab.
+audio/uz_validated_dataset/common_voice_uz_28897734.mp3 | Men bu kunni hayotimdagi eng baxtli kun deb hisoblayman.
+audio/uz_validated_dataset/common_voice_uz_32191851.mp3 | Qopag‘on itga suyak kerak yoki tayoq.