Conversations Dataset
A collection of transcribed conversations focusing on sports-related discussions, particularly about football, tennis, and other athletic topics. The dataset includes detailed speaker information, background sounds, and precise timing for each utterance.
Dataset Description
This dataset contains natural conversations recorded in urban outdoor settings in Munich, Germany. Each conversation includes:
- Audio files in M4A format
- Detailed transcriptions with speaker turns
- Temporal information (start/end times for each utterance)
- Speaker metadata (gender, speaker ID)
- Environmental context (location, background sounds)
- Conversation metadata (topics, emotion tone, type)
Key Features
- Language: German (deu)
- Environment: Outdoor urban settings
- Location: Munich, Germany
- Number of Conversations: 5
- Average Duration: ~47 seconds per conversation
- Number of Speakers: 2-3 per conversation
- Background Sounds: Includes music, traffic, and crowd noise
- Conversation Type: Casual chat
- Primary Topics: Sports (football, tennis, golf)
Data Format
Each conversation entry contains:
{
"audioFile": "string",
"duration": "float",
"numberOfSpeakers": "int",
"language": "string",
"environment": "string",
"location": {
"city": "string",
"country": "string",
"lat": "string",
"long": "string"
},
"backgroundSounds": "string",
"topics": ["string"],
"conversationType": "string",
"mainConversationTopic": "string",
"emotionTone": "string",
"data": {
"transcript": "string",
"detailedConversation": [
{
"speaker": "string",
"text": "string",
"start": "float",
"end": "float",
"speakerGender": "string"
}
]
}
}
Usage
This dataset can be useful for:
- Speech recognition model training (German language)
- Conversation analysis
- Speaker diarization
- Natural language processing tasks
- Urban background noise analysis
- Sports-related language processing
Loading the Dataset
from datasets import load_dataset
dataset = load_dataset("maxF6YsK/conversations")
Dataset Statistics
- Total number of conversations: 5
- Total duration: ~235 seconds
- Average speakers per conversation: 2.6
- Main topics: Sports discussions (football, tennis, golf)
- Emotion tone: Friendly
- Conversation type: Casual chat