---
pretty_name: TTA Deepfake Outputs + Ground Truth
language:
- en
license: cc-by-4.0
multilinguality: monolingual
task_categories:
- audio-classification
- text-to-audio
task_ids:
- multi-class-classification
size_categories:
- 1K<n<10K
tags:
- audio
- deepfake-detection
- text-to-audio
- diffusion
- audioldm
- synthetic-audio
- forensics

configs:
- config_name: audioldm1_manifest
  data_files:
  - split: train
    path: outputs/manifests/audioldm1_generation_manifest.csv

- config_name: audioldm2_manifest
  data_files:
  - split: train
    path: outputs/manifests/audioldm2_generation_manifest.csv

- config_name: real_subset_metadata
  data_files:
  - split: train
    path: data/tta_subset_full/real_subset_metadata.csv

- config_name: clotho_captions_dev
  data_files:
  - split: train
    path: data/clotho_v2.1/clotho_captions_development.csv

- config_name: clotho_captions_eval
  data_files:
  - split: test
    path: data/clotho_v2.1/clotho_captions_evaluation.csv

dataset_info:
- config_name: audioldm1_manifest
  features:
  - name: sample_id
    dtype: string
  - name: caption
    dtype: string
  - name: split
    dtype: string
  - name: gt_audio_path
    dtype: string
  - name: requested_duration
    dtype: float64
  - name: model_name
    dtype: string
  - name: seed
    dtype: int64
  - name: ddim_steps
    dtype: int64
  - name: duration
    dtype: float64
  - name: device
    dtype: string
  - name: prompt_text
    dtype: string
  - name: output_path
    dtype: string
  - name: status
    dtype: string
  - name: runtime_sec
    dtype: float64
  - name: log_path
    dtype: string

- config_name: audioldm2_manifest
  features:
  - name: sample_id
    dtype: string
  - name: caption
    dtype: string
  - name: split
    dtype: string
  - name: gt_audio_path
    dtype: string
  - name: requested_duration
    dtype: float64
  - name: model_name
    dtype: string
  - name: seed
    dtype: int64
  - name: ddim_steps
    dtype: int64
  - name: duration
    dtype: float64
  - name: device
    dtype: string
  - name: prompt_text
    dtype: string
  - name: output_path
    dtype: string
  - name: status
    dtype: string
  - name: runtime_sec
    dtype: float64
  - name: log_path
    dtype: string
---