PhysWave_dataset / README.md
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metadata
license: unknown
task_categories:
  - text-to-audio
  - audio-to-audio
language:
  - en
tags:
  - audio
  - spatial-audio
  - first-order-ambisonics
  - foa
  - pcm16
  - parquet

PhysWave Dataset

Pre-rendered first-order ambisonic (FOA) release derived from Mono-Label-120k. Each mono source clip is rendered twice: one static trajectory and one deterministic moving trajectory (linear, circular, or approach_recede).

Audio is stored in parquet rows as an audio struct with embedded PCM16 WAV bytes and a relative path. This audio column contains 4-channel FOA.

FOA convention:

channel order: W, X, Y, Z
W = s / sqrt(2)
X = s * cos(elevation) * cos(azimuth)
Y = s * cos(elevation) * sin(azimuth)
Z = s * sin(elevation)
distance gain = 1 / max(distance_m, 0.5)
moving trajectories use retarded-time propagation at 343 m/s

Trajectory waypoints are stored as JSON strings containing 10 Hz arrays: [t_seconds, azimuth_deg, elevation_deg, distance_m]. A 10 second clip has 101 waypoints.

Packing summary:

{
  "source_records": 127269,
  "rendered_rows": 254538,
  "static_rows": 127269,
  "moving_rows": 127269,
  "missing_source_records": 0,
  "moving_type_counts": {
    "approach_recede": 42464,
    "linear": 42645,
    "circular": 42160
  },
  "split_counts": {
    "test": 6436,
    "train": 248102
  },
  "audio_format": "PCM16 WAV",
  "sample_rate": 16000,
  "channels": 4,
  "waypoint_rate_hz": 10,
  "waypoints_per_10s_clip": 101,
  "renderer_version": "physwave_foa_release_v1_pcm16",
  "metadata_path": "/media/volume/Spatial_audio_dataset_upload/metadata.jsonl",
  "metadata_shards_dir": "/media/volume/Spatial_audio_dataset_upload/metadata_shards",
  "parquet_rows": 254538,
  "parquet_split_counts": {
    "test": 6436,
    "train": 248102
  },
  "parquet_shard_counts": {
    "test": 7,
    "train": 249
  },
  "rows_per_shard": 1000,
  "row_group_size": 100,
  "audio_column": "audio",
  "parquet_compression": "zstd"
}