Upload README.md with huggingface_hub

README.md

@@ -0,0 +1,73 @@
+---
+license: mit
+task_categories:
+- automatic-speech-recognition
+language:
+- en
+tags:
+- audio
+- speech
+- transcription
+- asr
+size_categories:
+- n<1K
+---
+
+# Audio Transcription Dataset
+
+This dataset contains audio file paths and their corresponding transcriptions for automatic speech recognition (ASR) tasks.
+
+## Dataset Description
+
+This dataset is structured for audio transcription tasks with two main columns:
+- `audio`: Audio file paths (type: audio)
+- `transcript`: Text transcriptions (type: text)
+
+## Files
+
+- `audio_dataset.csv`: Main dataset file containing audio paths and transcriptions
+
+## Dataset Structure
+
+```
+audio,transcript
+audio_file_1.wav,"my name is Rocky."
+audio_file_2.wav,"Hello world, this is a test."
+audio_file_3.wav,"This is an audio transcription example."
+```
+
+## Usage
+
+You can load this dataset using the Hugging Face datasets library:
+
+```python
+from datasets import load_dataset
+
+# Load the dataset
+dataset = load_dataset("Aashish17405/my-audio-dataset")
+
+# Access the data
+print(dataset['train'][0])  # First example
+print(dataset['train']['audio'][0])  # Audio file path
+print(dataset['train']['transcript'][0])  # Transcription
+```
+
+Or with pandas:
+
+```python
+import pandas as pd
+
+df = pd.read_csv("audio_dataset.csv")
+print(df.head())
+```
+
+## Use Cases
+
+- Automatic Speech Recognition (ASR)
+- Speech-to-Text model training
+- Audio transcription tasks
+- Voice recognition systems
+
+## License
+
+This dataset is released under the MIT License.