Datasets:

APINAJA
/

inverse-fx-source-audio-cleaned

sample_id stringlengths 6 11	source_id int64 2 149	source_category stringclasses 3 values	source_song stringlengths 10 49	split stringclasses 1 value	sample_rate int64 44.1k 44.1k	num_channels int64 2 2	bit_depth int64 16 16	duration_s float64 19.8 629	rms_dbfs float64 -52.78 -14.91	peak_dbfs float64 -38.87 -0
2-Bass	2	Bass	Actions - Devil's Words	train	44,100	2	16	196.808	-23.29	-10.96
2-Drums	2	Drums	Actions - Devil's Words	train	44,100	2	16	196.808	-22.8	-5.1
2-Mixture	2	Mixture	Actions - Devil's Words	train	44,100	2	16	196.808	-16.03	-0
5-Bass	5	Bass	Aimee Norwich - Child	train	44,100	2	16	189.269	-18.58	-3.16
5-Drums	5	Drums	Aimee Norwich - Child	train	44,100	2	16	189.269	-23.18	-4.49
5-Mixture	5	Mixture	Aimee Norwich - Child	train	44,100	2	16	189.269	-16.35	0
6-Bass	6	Bass	Al James - Schoolboy Facination	train	44,100	2	16	200.527	-25.55	-10.46
6-Drums	6	Drums	Al James - Schoolboy Facination	train	44,100	2	16	200.527	-27.2	-10.44
6-Mixture	6	Mixture	Al James - Schoolboy Facination	train	44,100	2	16	200.527	-19.08	-0
7-Bass	7	Bass	Alexander Ross - Goodbye Bolero	train	44,100	2	16	418.817	-30.37	-16.84
7-Drums	7	Drums	Alexander Ross - Goodbye Bolero	train	44,100	2	16	418.817	-28.94	-2.49
7-Mixture	7	Mixture	Alexander Ross - Goodbye Bolero	train	44,100	2	16	418.817	-20.35	-0
10-Bass	10	Bass	Angela Thomas Wade - Milk Cow Blues	train	44,100	2	16	211.089	-28.64	-12.23
10-Drums	10	Drums	Angela Thomas Wade - Milk Cow Blues	train	44,100	2	16	211.089	-25.39	-2.04
10-Mixture	10	Mixture	Angela Thomas Wade - Milk Cow Blues	train	44,100	2	16	211.089	-19.45	-0
11-Bass	11	Bass	Angels In Amplifiers - I'm Alright	train	44,100	2	16	179.594	-26.83	-11.07
11-Drums	11	Drums	Angels In Amplifiers - I'm Alright	train	44,100	2	16	179.594	-25.68	-3.61
11-Mixture	11	Mixture	Angels In Amplifiers - I'm Alright	train	44,100	2	16	179.594	-18.12	0
12-Bass	12	Bass	ANiMAL - Clinic A	train	44,100	2	16	238.049	-20.01	-7.08
12-Drums	12	Drums	ANiMAL - Clinic A	train	44,100	2	16	238.049	-27.23	-7.08
12-Mixture	12	Mixture	ANiMAL - Clinic A	train	44,100	2	16	238.049	-16.98	-0
13-Bass	13	Bass	ANiMAL - Easy Tiger	train	44,100	2	16	205.658	-23.68	-6
13-Drums	13	Drums	ANiMAL - Easy Tiger	train	44,100	2	16	205.658	-23.26	-4.21
13-Mixture	13	Mixture	ANiMAL - Easy Tiger	train	44,100	2	16	205.658	-18.24	0
14-Bass	14	Bass	Arise - Run Run Run	train	44,100	2	16	219.393	-20.62	-10.42
14-Drums	14	Drums	Arise - Run Run Run	train	44,100	2	16	219.393	-25.53	-1.06
14-Mixture	14	Mixture	Arise - Run Run Run	train	44,100	2	16	219.393	-16.22	-0
15-Bass	15	Bass	Ben Carrigan - We'll Talk About It All Tonight	train	44,100	2	16	254.911	-27.39	-9.42
15-Drums	15	Drums	Ben Carrigan - We'll Talk About It All Tonight	train	44,100	2	16	254.911	-26.52	-4.97
15-Mixture	15	Mixture	Ben Carrigan - We'll Talk About It All Tonight	train	44,100	2	16	254.911	-21.37	0
16-Bass	16	Bass	BKS - Bulldozer	train	44,100	2	16	337.04	-25.08	-7.57
16-Drums	16	Drums	BKS - Bulldozer	train	44,100	2	16	337.04	-22.21	-4.72
16-Mixture	16	Mixture	BKS - Bulldozer	train	44,100	2	16	337.04	-18.54	0
18-Bass	18	Bass	Bobby Nobody - Stitch Up	train	44,100	2	16	221.25	-25.84	-10.76
18-Drums	18	Drums	Bobby Nobody - Stitch Up	train	44,100	2	16	221.25	-27.94	-3.16
18-Mixture	18	Mixture	Bobby Nobody - Stitch Up	train	44,100	2	16	221.25	-20.43	-0
19-Bass	19	Bass	Buitraker - Revo X	train	44,100	2	16	275.826	-24.47	-9.66
19-Drums	19	Drums	Buitraker - Revo X	train	44,100	2	16	275.826	-21.07	-4.93
19-Mixture	19	Mixture	Buitraker - Revo X	train	44,100	2	16	275.826	-17.63	-0
20-Bass	20	Bass	Carlos Gonzalez - A Place For Us	train	44,100	2	16	250.219	-32.64	-9.25
20-Drums	20	Drums	Carlos Gonzalez - A Place For Us	train	44,100	2	16	250.219	-26.21	-4.38
20-Mixture	20	Mixture	Carlos Gonzalez - A Place For Us	train	44,100	2	16	250.219	-19.33	0
22-Bass	22	Bass	Atlantis Bound - It Was My Fault For Waiting	train	44,100	2	16	268.237	-27.1	-8.36
22-Drums	22	Drums	Atlantis Bound - It Was My Fault For Waiting	train	44,100	2	16	268.237	-23.08	-5.19
22-Mixture	22	Mixture	Atlantis Bound - It Was My Fault For Waiting	train	44,100	2	16	268.237	-19.27	-0
23-Bass	23	Bass	Auctioneer - Our Future Faces	train	44,100	2	16	207.882	-21.03	-8.28
23-Drums	23	Drums	Auctioneer - Our Future Faces	train	44,100	2	16	207.882	-27.33	-9.69
23-Mixture	23	Mixture	Auctioneer - Our Future Faces	train	44,100	2	16	207.882	-17.1	0
26-Bass	26	Bass	Bill Chudziak - Children Of No-one	train	44,100	2	16	230.933	-27.83	-10.38
26-Drums	26	Drums	Bill Chudziak - Children Of No-one	train	44,100	2	16	230.933	-24.2	-4
26-Mixture	26	Mixture	Bill Chudziak - Children Of No-one	train	44,100	2	16	230.933	-18.63	-0
28-Bass	28	Bass	Celestial Shore - Die For Us	train	44,100	2	16	278.674	-22.13	-3.84
28-Drums	28	Drums	Celestial Shore - Die For Us	train	44,100	2	16	278.674	-36.33	-16.36
28-Mixture	28	Mixture	Celestial Shore - Die For Us	train	44,100	2	16	278.674	-16.9	0
29-Bass	29	Bass	Chris Durban - Celebrate	train	44,100	2	16	301.786	-22.36	-11.25
29-Drums	29	Drums	Chris Durban - Celebrate	train	44,100	2	16	301.786	-25.2	-5.81
29-Mixture	29	Mixture	Chris Durban - Celebrate	train	44,100	2	16	301.786	-17.79	-0
30-Bass	30	Bass	Clara Berry And Wooldog - Air Traffic	train	44,100	2	16	173.446	-24.94	-9.21
30-Drums	30	Drums	Clara Berry And Wooldog - Air Traffic	train	44,100	2	16	173.446	-27.77	-0.52
30-Mixture	30	Mixture	Clara Berry And Wooldog - Air Traffic	train	44,100	2	16	173.446	-20.93	-0
31-Bass	31	Bass	Clara Berry And Wooldog - Stella	train	44,100	2	16	195.742	-21.81	-7.55
31-Drums	31	Drums	Clara Berry And Wooldog - Stella	train	44,100	2	16	195.742	-30.61	-5.47
31-Mixture	31	Mixture	Clara Berry And Wooldog - Stella	train	44,100	2	16	195.742	-19.54	-0
33-Bass	33	Bass	Cnoc An Tursa - Bannockburn	train	44,100	2	16	294.701	-25.67	-11.11
33-Drums	33	Drums	Cnoc An Tursa - Bannockburn	train	44,100	2	16	294.701	-20.17	-3.64
33-Mixture	33	Mixture	Cnoc An Tursa - Bannockburn	train	44,100	2	16	294.701	-16.83	0
35-Bass	35	Bass	Cristina Vane - So Easy	train	44,100	2	16	254.134	-27.73	-10.81
35-Drums	35	Drums	Cristina Vane - So Easy	train	44,100	2	16	254.134	-22.71	-2.85
35-Mixture	35	Mixture	Cristina Vane - So Easy	train	44,100	2	16	254.134	-18.82	0
36-Bass	36	Bass	Dark Ride - Burning Bridges	train	44,100	2	16	232.848	-21.78	-6.32
36-Drums	36	Drums	Dark Ride - Burning Bridges	train	44,100	2	16	232.848	-19.09	-3.81
36-Mixture	36	Mixture	Dark Ride - Burning Bridges	train	44,100	2	16	232.848	-15.8	0
37-Bass	37	Bass	Detsky Sad - Walkie Talkie	train	44,100	2	16	190.482	-30.64	-17.06
37-Drums	37	Drums	Detsky Sad - Walkie Talkie	train	44,100	2	16	190.482	-20.15	-2.94
37-Mixture	37	Mixture	Detsky Sad - Walkie Talkie	train	44,100	2	16	190.482	-17.99	-0
39-Bass	39	Bass	Drumtracks - Ghost Bitch	train	44,100	2	16	357.094	-26.35	-6.05
39-Drums	39	Drums	Drumtracks - Ghost Bitch	train	44,100	2	16	357.094	-29.63	-1.67
39-Mixture	39	Mixture	Drumtracks - Ghost Bitch	train	44,100	2	16	357.094	-19.74	0
40-Bass	40	Bass	Enda Reilly - Cur An Long Ag Seol	train	44,100	2	16	186.996	-24.61	-7.75
40-Drums	40	Drums	Enda Reilly - Cur An Long Ag Seol	train	44,100	2	16	186.996	-23.87	-1.53
40-Mixture	40	Mixture	Enda Reilly - Cur An Long Ag Seol	train	44,100	2	16	186.996	-18.09	-0
42-Bass	42	Bass	Fergessen - Back From The Start	train	44,100	2	16	168.746	-25.67	-9.25
42-Drums	42	Drums	Fergessen - Back From The Start	train	44,100	2	16	168.746	-23.87	-1.33
42-Mixture	42	Mixture	Fergessen - Back From The Start	train	44,100	2	16	168.746	-19.64	-0
43-Bass	43	Bass	Fergessen - Nos Palpitants	train	44,100	2	16	198.411	-32.05	-15.78
43-Drums	43	Drums	Fergessen - Nos Palpitants	train	44,100	2	16	198.411	-27.18	-3.28
43-Mixture	43	Mixture	Fergessen - Nos Palpitants	train	44,100	2	16	198.411	-20.09	0
44-Bass	44	Bass	Fergessen - The Wind	train	44,100	2	16	192	-27.5	-17.52
44-Drums	44	Drums	Fergessen - The Wind	train	44,100	2	16	192	-25.86	-4.4
44-Mixture	44	Mixture	Fergessen - The Wind	train	44,100	2	16	192	-17.8	-0
45-Bass	45	Bass	Flags - 54	train	44,100	2	16	315.344	-29.86	-11.84
45-Drums	45	Drums	Flags - 54	train	44,100	2	16	315.344	-20.03	-1.25
45-Mixture	45	Mixture	Flags - 54	train	44,100	2	16	315.344	-18.94	0
47-Bass	47	Bass	Georgia Wonder - Siren	train	44,100	2	16	430.375	-23.66	-10.21
47-Drums	47	Drums	Georgia Wonder - Siren	train	44,100	2	16	430.375	-23.68	-4.95
47-Mixture	47	Mixture	Georgia Wonder - Siren	train	44,100	2	16	430.375	-18.18	0
51-Bass	51	Bass	Helado Negro - Mitad Del Mundo	train	44,100	2	16	181.85	-24.8	-9.34
51-Drums	51	Drums	Helado Negro - Mitad Del Mundo	train	44,100	2	16	181.85	-30.05	-10.7
51-Mixture	51	Mixture	Helado Negro - Mitad Del Mundo	train	44,100	2	16	181.85	-18.6	0
53-Bass	53	Bass	Hollow Ground - Ill Fate	train	44,100	2	16	141.674	-24.08	-10.78

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Inverse FX Source Audio (Cleaned)

Clean (dry) source recordings used to generate the paired dry/wet data for the Inverse FX Chain Predictor. Each sample is one stem of one song.

Source categories: Bass, Drums, Mixture
Format: WAV, 44100 Hz, 2 channel(s), 16-bit PCM (copied unchanged from the source)
Songs: 150 | Samples: 450

Naming

field	description	example
`source_id`	song / source number	`1`
`source_category`	stem type	`Bass`
`sample_id`	`<source_id>-<source_category>`	`1-Bass`

Splits

Splits are made at song level (seed 42, ratios 70% / 15% / 15%), so every stem of a song is in the same split and no song leaks between splits.

split	songs	samples
train	105	315
validation	23	69
test	22	66

Usage

from datasets import load_dataset

ds = load_dataset("APINAJA/inverse-fx-source-audio-cleaned")
row = ds["train"][0]
row["sample_id"], row["source_category"], row["audio"]["sampling_rate"]

metadata/sources.csv maps each source_id to its original song name and split.

License

Audio is taken from MUSDB18 and is provided for non-commercial research use only, under the terms of the original dataset. Please cite MUSDB18 if you use this data.

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