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Auto-converted to Parquet Duplicate
render_id
string
sample_id
string
source_sample_id
string
render_mode
string
trajectory_type
string
label
string
event
string
caption
string
spatial_caption
string
prompt
string
split
string
dataset
string
original_dataset
string
original_source
string
clip_id
string
source_file
string
mono_path
string
foa_path
string
audio
dict
clap_label_score
float64
source_duration
float64
active_duration
float64
render_duration
float64
sample_rate
int32
channels
int32
audio_format
string
audio_subtype
string
foa_channel_order
string
foa_convention
string
trajectory_params
string
waypoints
string
waypoint_rate_hz
int32
renderer_version
string
esc50_1-115545-A-48__static
esc50_1-115545-A-48
esc50_1-115545-A-48
static
static
fireworks
fireworks
A recording of fireworks.
A recording of fireworks.. Stationary source at azimuth 96°, above, nearby.
A recording of fireworks.. Stationary source at azimuth 96°, above, nearby.
train
esc50
esc50
esc50
esc50_1-115545-A-48
train-00000.parquet
audio/train-00000/000003_esc50_1-115545-A-48.wav
audio/static/train-00003/esc50_1-115545-A-48__static.wav
{"bytes":"UklGRiSIEwBXQVZFZm10IBAAAAABAAQAgD4AAAD0AQAIABAAZGF0YQCIEwB6KRX6FjRRGmw8YffhS1cmcjnO9yNIcy(...TRUNCATED)
0.364335
10
10
10
16,000
4
PCM16 WAV
PCM_16
["W","X","Y","Z"]
"WXYZ order; W=s/sqrt(2), X=s*cos(elevation)*cos(azimuth), Y=s*cos(elevation)*sin(azimuth), Z=s*sin((...TRUNCATED)
{"azimuth":96.48,"elevation":26.66,"distance":1.16}
"[[0.0,96.48,26.66,1.16],[0.1,96.48,26.66,1.16],[0.2,96.48,26.66,1.16],[0.3,96.48,26.66,1.16],[0.4,9(...TRUNCATED)
10
physwave_foa_release_v1_pcm16
esc50_1-115545-A-48__moving
esc50_1-115545-A-48
esc50_1-115545-A-48
moving
circular
fireworks
fireworks
A recording of fireworks.
"A recording of fireworks.. The source follows a counterclockwise curved path from directly in front(...TRUNCATED)
"A recording of fireworks.. The source follows a counterclockwise curved path from directly in front(...TRUNCATED)
train
esc50
esc50
esc50
esc50_1-115545-A-48
train-00000.parquet
audio/train-00000/000003_esc50_1-115545-A-48.wav
audio/moving/train-00003/esc50_1-115545-A-48__circular.wav
{"bytes":"UklGRiSIEwBXQVZFZm10IBAAAAABAAQAgD4AAAD0AQAIABAAZGF0YQCIEwBAE/0WVvhpDEAT/RZW+GkMQBP9Flb4aQ(...TRUNCATED)
0.364335
10
10
10
16,000
4
PCM16 WAV
PCM_16
["W","X","Y","Z"]
"WXYZ order; W=s/sqrt(2), X=s*cos(elevation)*cos(azimuth), Y=s*cos(elevation)*sin(azimuth), Z=s*sin((...TRUNCATED)
"{\"type\":\"circular\",\"speed\":0.522,\"duration\":10.0,\"generation_params\":{\"radius\":2.499,\"(...TRUNCATED)
"[[0.0,-18.43,27.12,2.499],[0.1,-18.236,28.305,2.499],[0.2,-18.037,29.489,2.499],[0.3,-17.833,30.673(...TRUNCATED)
10
physwave_foa_release_v1_pcm16
esc50_1-17808-B-12__static
esc50_1-17808-B-12
esc50_1-17808-B-12
static
static
crackling fire
crackling fire
A recording of crackling fire.
A recording of crackling fire.. Stationary source at azimuth -111°, above, moderate distance.
A recording of crackling fire.. Stationary source at azimuth -111°, above, moderate distance.
train
esc50
esc50
esc50
esc50_1-17808-B-12
train-00000.parquet
audio/train-00000/000009_esc50_1-17808-B-12.wav
audio/static/train-00003/esc50_1-17808-B-12__static.wav
{"bytes":"UklGRiSIEwBXQVZFZm10IBAAAAABAAQAgD4AAAD0AQAIABAAZGF0YQCIEwDJ80IFtA3l9ont8we4FD3yLPFiBqMQ8/(...TRUNCATED)
0.48215
10
10
10
16,000
4
PCM16 WAV
PCM_16
["W","X","Y","Z"]
"WXYZ order; W=s/sqrt(2), X=s*cos(elevation)*cos(azimuth), Y=s*cos(elevation)*sin(azimuth), Z=s*sin((...TRUNCATED)
{"azimuth":-110.99,"elevation":31.8,"distance":4.791}
"[[0.0,-110.99,31.8,4.791],[0.1,-110.99,31.8,4.791],[0.2,-110.99,31.8,4.791],[0.3,-110.99,31.8,4.791(...TRUNCATED)
10
physwave_foa_release_v1_pcm16
esc50_1-17808-B-12__moving
esc50_1-17808-B-12
esc50_1-17808-B-12
moving
circular
crackling fire
crackling fire
A recording of crackling fire.
"A recording of crackling fire.. The source follows a counterclockwise curved path from to the right(...TRUNCATED)
"A recording of crackling fire.. The source follows a counterclockwise curved path from to the right(...TRUNCATED)
train
esc50
esc50
esc50
esc50_1-17808-B-12
train-00000.parquet
audio/train-00000/000009_esc50_1-17808-B-12.wav
audio/moving/train-00003/esc50_1-17808-B-12__circular.wav
{"bytes":"UklGRiSIEwBXQVZFZm10IBAAAAABAAQAgD4AAAD0AQAIABAAZGF0YQCIEwB+6yQWG+/r937rJBYb7+v3fuskFhzv6/(...TRUNCATED)
0.48215
10
10
10
16,000
4
PCM16 WAV
PCM_16
["W","X","Y","Z"]
"WXYZ order; W=s/sqrt(2), X=s*cos(elevation)*cos(azimuth), Y=s*cos(elevation)*sin(azimuth), Z=s*sin((...TRUNCATED)
"{\"type\":\"circular\",\"speed\":0.759,\"duration\":10.0,\"generation_params\":{\"radius\":2.854,\"(...TRUNCATED)
"[[0.0,142.66,16.18,2.854],[0.1,144.104,16.814,2.854],[0.2,145.558,17.437,2.854],[0.3,147.022,18.05,(...TRUNCATED)
10
physwave_foa_release_v1_pcm16
esc50_1-17092-A-27__static
esc50_1-17092-A-27
esc50_1-17092-A-27
static
static
brushing teeth
brushing teeth
A recording of brushing teeth.
A recording of brushing teeth.. Stationary source at azimuth -82°, at ear level, nearby.
A recording of brushing teeth.. Stationary source at azimuth -82°, at ear level, nearby.
train
esc50
esc50
esc50
esc50_1-17092-A-27
train-00000.parquet
audio/train-00000/000001_esc50_1-17092-A-27.wav
audio/static/train-00003/esc50_1-17092-A-27__static.wav
{"bytes":"UklGRiSIEwBXQVZFZm10IBAAAAABAAQAgD4AAAD0AQAIABAAZGF0YQCIEwC0//D/aQAIANr67f4sB5kADfSC/aYQZA(...TRUNCATED)
0.568092
10
10
10
16,000
4
PCM16 WAV
PCM_16
["W","X","Y","Z"]
"WXYZ order; W=s/sqrt(2), X=s*cos(elevation)*cos(azimuth), Y=s*cos(elevation)*sin(azimuth), Z=s*sin((...TRUNCATED)
{"azimuth":-81.5,"elevation":-4.73,"distance":1.868}
"[[0.0,-81.5,-4.73,1.868],[0.1,-81.5,-4.73,1.868],[0.2,-81.5,-4.73,1.868],[0.3,-81.5,-4.73,1.868],[0(...TRUNCATED)
10
physwave_foa_release_v1_pcm16
esc50_1-17092-A-27__moving
esc50_1-17092-A-27
esc50_1-17092-A-27
moving
approach_recede
brushing teeth
brushing teeth
A recording of brushing teeth.
"A recording of brushing teeth.. The source recedes from the listener, staying to the left rear, sli(...TRUNCATED)
"A recording of brushing teeth.. The source recedes from the listener, staying to the left rear, sli(...TRUNCATED)
train
esc50
esc50
esc50
esc50_1-17092-A-27
train-00000.parquet
audio/train-00000/000001_esc50_1-17092-A-27.wav
audio/moving/train-00003/esc50_1-17092-A-27__approach_recede.wav
{"bytes":"UklGRiSIEwBXQVZFZm10IBAAAAABAAQAgD4AAAD0AQAIABAAZGF0YQCIEwDo/xYAFwAEAOj/FgAXAAQA6P8WABcABA(...TRUNCATED)
0.568092
10
10
10
16,000
4
PCM16 WAV
PCM_16
["W","X","Y","Z"]
"WXYZ order; W=s/sqrt(2), X=s*cos(elevation)*cos(azimuth), Y=s*cos(elevation)*sin(azimuth), Z=s*sin((...TRUNCATED)
"{\"type\":\"approach_recede\",\"speed\":4.863,\"duration\":10.0,\"generation_params\":{\"azimuth\":(...TRUNCATED)
"[[0.0,-134.14,-8.63,6.118],[0.1,-134.14,-8.63,6.6043],[0.2,-134.14,-8.63,7.0906],[0.3,-134.14,-8.63(...TRUNCATED)
10
physwave_foa_release_v1_pcm16
esc50_1-11687-A-47__static
esc50_1-11687-A-47
esc50_1-11687-A-47
static
static
airplane
airplane
A recording of airplane.
A recording of airplane.. Stationary source at azimuth 143°, at ear level, nearby.
A recording of airplane.. Stationary source at azimuth 143°, at ear level, nearby.
train
esc50
esc50
esc50
esc50_1-11687-A-47
train-00000.parquet
audio/train-00000/000007_esc50_1-11687-A-47.wav
audio/static/train-00003/esc50_1-11687-A-47__static.wav
{"bytes":"UklGRiSIEwBXQVZFZm10IBAAAAABAAQAgD4AAAD0AQAIABAAZGF0YQCIEwAi/h0Cbf7d/2EF5/mJBGIAuQLp/EwCMQ(...TRUNCATED)
0.478024
10
10
10
16,000
4
PCM16 WAV
PCM_16
["W","X","Y","Z"]
"WXYZ order; W=s/sqrt(2), X=s*cos(elevation)*cos(azimuth), Y=s*cos(elevation)*sin(azimuth), Z=s*sin((...TRUNCATED)
{"azimuth":143.34,"elevation":2.89,"distance":1.144}
"[[0.0,143.34,2.89,1.144],[0.1,143.34,2.89,1.144],[0.2,143.34,2.89,1.144],[0.3,143.34,2.89,1.144],[0(...TRUNCATED)
10
physwave_foa_release_v1_pcm16
esc50_1-11687-A-47__moving
esc50_1-11687-A-47
esc50_1-11687-A-47
moving
circular
airplane
airplane
A recording of airplane.
"A recording of airplane.. The source follows a clockwise curved path from to the left rear, well ab(...TRUNCATED)
"A recording of airplane.. The source follows a clockwise curved path from to the left rear, well ab(...TRUNCATED)
train
esc50
esc50
esc50
esc50_1-11687-A-47
train-00000.parquet
audio/train-00000/000007_esc50_1-11687-A-47.wav
audio/moving/train-00003/esc50_1-11687-A-47__circular.wav
{"bytes":"UklGRiSIEwBXQVZFZm10IBAAAAABAAQAgD4AAAD0AQAIABAAZGF0YQCIEwBr/5YAYACT/2v/lgBgAJP/a/+WAGAAk/(...TRUNCATED)
0.478024
10
10
10
16,000
4
PCM16 WAV
PCM_16
["W","X","Y","Z"]
"WXYZ order; W=s/sqrt(2), X=s*cos(elevation)*cos(azimuth), Y=s*cos(elevation)*sin(azimuth), Z=s*sin((...TRUNCATED)
"{\"type\":\"circular\",\"speed\":1.334,\"duration\":10.0,\"generation_params\":{\"radius\":3.692,\"(...TRUNCATED)
"[[0.0,-147.5,31.24,3.692],[0.1,-147.646,29.174,3.692],[0.2,-147.785,27.108,3.692],[0.3,-147.92,25.0(...TRUNCATED)
10
physwave_foa_release_v1_pcm16
esc50_1-155858-D-25__static
esc50_1-155858-D-25
esc50_1-155858-D-25
static
static
footsteps
footsteps
A recording of footsteps.
A recording of footsteps.. Stationary source at azimuth -56°, below, moderate distance.
A recording of footsteps.. Stationary source at azimuth -56°, below, moderate distance.
train
esc50
esc50
esc50
esc50_1-155858-D-25
train-00000.parquet
audio/train-00000/000004_esc50_1-155858-D-25.wav
audio/static/train-00003/esc50_1-155858-D-25__static.wav
{"bytes":"UklGRiSIEwBXQVZFZm10IBAAAAABAAQAgD4AAAD0AQAIABAAZGF0YQCIEwBNADUAr//L/9YAkwAj/27/qQB0AFH/jP(...TRUNCATED)
0.410965
10
10
10
16,000
4
PCM16 WAV
PCM_16
["W","X","Y","Z"]
"WXYZ order; W=s/sqrt(2), X=s*cos(elevation)*cos(azimuth), Y=s*cos(elevation)*sin(azimuth), Z=s*sin((...TRUNCATED)
{"azimuth":-56.34,"elevation":-28.79,"distance":4.422}
"[[0.0,-56.34,-28.79,4.422],[0.1,-56.34,-28.79,4.422],[0.2,-56.34,-28.79,4.422],[0.3,-56.34,-28.79,4(...TRUNCATED)
10
physwave_foa_release_v1_pcm16
esc50_1-155858-D-25__moving
esc50_1-155858-D-25
esc50_1-155858-D-25
moving
approach_recede
footsteps
footsteps
A recording of footsteps.
"A recording of footsteps.. The source approaches the listener, staying to the front right, well bel(...TRUNCATED)
"A recording of footsteps.. The source approaches the listener, staying to the front right, well bel(...TRUNCATED)
train
esc50
esc50
esc50
esc50_1-155858-D-25
train-00000.parquet
audio/train-00000/000004_esc50_1-155858-D-25.wav
audio/moving/train-00003/esc50_1-155858-D-25__approach_recede.wav
{"bytes":"UklGRiSIEwBXQVZFZm10IBAAAAABAAQAgD4AAAD0AQAIABAAZGF0YQCIEwAFAAYABAD8/wUABgAEAPz/BQAGAAQA/P(...TRUNCATED)
0.410965
10
10
10
16,000
4
PCM16 WAV
PCM_16
["W","X","Y","Z"]
"WXYZ order; W=s/sqrt(2), X=s*cos(elevation)*cos(azimuth), Y=s*cos(elevation)*sin(azimuth), Z=s*sin((...TRUNCATED)
"{\"type\":\"approach_recede\",\"speed\":4.873,\"duration\":10.0,\"generation_params\":{\"azimuth\":(...TRUNCATED)
"[[0.0,35.02,-22.09,58.808],[0.1,35.02,-22.09,58.3207],[0.2,35.02,-22.09,57.8334],[0.3,35.02,-22.09,(...TRUNCATED)
10
physwave_foa_release_v1_pcm16
End of preview. Expand in Data Studio

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"
}
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