2026:Audio-to-Score Transcription - Revision history

Alexandre DHooge: /* Undisclosed Evaluation Set */ add more details

2026-06-29T08:23:11Z

‎Undisclosed Evaluation Set: add more details

Alexandre DHooge: /* Description */ add real example

2026-06-29T08:15:58Z

‎Description: add real example

Alexandre DHooge: Remove MuseSyn

2026-06-29T08:09:50Z

Remove MuseSyn

Alexandre DHooge: /* MuseSyn Test Set */

2026-06-29T07:59:30Z

‎MuseSyn Test Set

Alexandre DHooge: /* MuseSyn Test Set */

2026-06-29T07:51:08Z

‎MuseSyn Test Set

Alexandre DHooge: /* Input Audio */ add kern header example

2026-06-29T07:35:34Z

‎Input Audio: add kern header example

Alexandre DHooge: /* MuseSyn Dataset */ refer to correct conversion repo

2026-06-29T07:30:47Z

‎MuseSyn Dataset: refer to correct conversion repo

Alexandre DHooge: /* Input Audio */ add audio format information

2026-06-29T07:29:32Z

‎Input Audio: add audio format information

Alexandre DHooge: /* MuseSyn Dataset */ explain conversion to kern

2026-06-29T05:22:36Z

‎MuseSyn Dataset: explain conversion to kern

Alexandre DHooge: /* MuseSyn Test Set */

2026-06-29T05:13:18Z

‎MuseSyn Test Set

@@ Line 220: / Line 220: @@
 An additional custom evaluation set will be used to ensure fairness and out-of-distribution data.
-General details on this dataset are:
+It will also include quartets, but with composers other than Haydn, Mozart, and Beethoven.
-TBD
+The data structure will replicate that of the Quartets dataset, and should therefore be usable directly by the submitted algorithms.
 = Time and Hardware Limits =

← Older revision		Revision as of 08:15, 29 June 2026
Line 23:		Line 23:

	'''Notice:''' We particularly encourage submissions that move beyond isolated AMT components and produce complete, valid symbolic scores.		'''Notice:''' We particularly encourage submissions that move beyond isolated AMT components and produce complete, valid symbolic scores.
		+
		+	== Real Example ==
		+
		+	Given an input audio file such as [https://datasets-server.huggingface.co/assets/PRAIG/quartets-quartets/--/462cb9a3681d5ce06dc4fdb7a13edf1f80794ffe/--/default/train/0/audio/audio.wav?Expires=1782724216&Signature=lzWGXP665ntsvNRqaKyeVOTczqf8PwTWg9NmEzTo2iWkbqwBrvYD6ko6MYhVTZ7Oz6PCFGKnKUEIZyEQgpduxsZItA~GD5hEF1uq7UZuPOvMXBShWDOeqfjLexUQIULXtJ~GtU6HLm2oSRkMxWJYkF0leCDpg7NY0I4Z4X9gfB0j9~27XfgkNu8wWDhak5ryHZaZ1SzXc4qa7rxWRd0FmDtckSQzpzoVnaKQUID6oMQB~VOZ3GVXPKONDAVJI0vc7VYuZ77X2TB8~3F6mtkCgqrtWvYKxEyPV5hZ6ilIQYNr164OCrEuZmD~hycnWw6o4qA-0tLP5oSuQAWe~rIZ4A__&Key-Pair-Id=K204OQ5RWQVDLD this one], the model should generate a <code>**kern</code> file like this:
		+
		+	<div class="toccolours mw-collapsible mw-collapsed" style="width:600px; overflow:auto;">
		+	<div style="font-weight:bold;line-height:1.6;">Kern score transcription</div>
		+	<div class="mw-collapsible-content">
		+	kern dynam kern dynam kern dynam kern dynam
		+	Icello Icello Iviola Iviola Ivioln Ivioln Iflt Iflt
		+	clefF4 clefC3 clefG2 clefG2
		+	k[f#] k[f#] k[f#] k[f#]
		+	G: G: G: G:
		+	M3/4 M3/4 M3/4 M3/4
		+	MM71 MM71 MM71 MM71
		+	! ! ! ! ! ! ! 16aaP/ !
		+	8A . 8c . 2.r . 4gg .
		+	8A . 8c . . . . .
		+	8A . 8c . . . 4.ff# .
		+	8A . 8c . . . . .
		+	8A . 8c . . . . .
		+	8G . 8B . . . 8gg .
		+	=3 =3 =3 =3 =3 =3 =3 =3
		+	8F# . 8A . [2.ddd p 8aa .
		+	8F# . 8A . . . 8ff# .
		+	8F# . 8A . . . 4.dd .
		+	8F# . 8A . . . . .
		+	8F# . 8A . . . . .
		+	8F# . 8A . . . 8cc .
		+	=4 =4 =4 =4 =4 =4 =4 =4
		+	8G . 4A . 4.ddd] . 4cc .
		+	8G . . . . . . .
		+	8G . 4G . . . 4b .
		+	8G . . . 16dd . . .
		+	. . . . 16gg . . .
		+	8G . 4r . 16gg' . 4r .
		+	. . . . 16bb . . .
		+	8G . . . 16ccc . . .
		+	. . . . 16ddd . . .
		+	=5 =5 =5 =5 =5 =5 =5 =5
		+	- - - - - - - -
		+	</div></div>

	= Evaluation =		= Evaluation =

@@ Line 91: / Line 91: @@
 * 16 bit FLAC
-* 44.1 kHz for MuseSyn, 22 050 Hz for Quartets
+* 22 050 Hz
-* 30s (for Quartets) to over 7 minutes (for MuseSyn)
+* 30s (for Quartets)
 If your pipeline expects characteristics different from the ones described above, the conversion should be done automatically in your algorithm.
@@ Line 162: / Line 162: @@
 * [https://huggingface.co/datasets/PRAIG/quartets-quartets Quartets dataset on Hugging Face]
 = Evaluation Datasets =
@@ Line 185: / Line 173: @@
 Evaluation will include the test split of the Quartets dataset. Results on this dataset will be reported separately.
 === Undisclosed Evaluation Set ===

@@ Line 187: / Line 187: @@
 === MuseSyn Test Set ===
-Evaluation will include the test split of the MuseSyn dataset after conversion of the reference scores to kern format. Results on this dataset will be reported separately.
+Evaluation will be conducted on the test split of the MuseSyn dataset conducted on the scores converted to kern using [https://github.com/adhooge/humlib/tree/gcc15-cstdint-fix this code]. The converted scores were verified manually and did not show any noticeable errors. Results on this dataset will be reported separately.
 We use the test split as [https://github.com/cheriell/ICASSP2021-A2S/tree/main/metadata defined in the official repository].

← Older revision		Revision as of 07:51, 29 June 2026
Line 190:		Line 190:

	We use the test split as [https://github.com/cheriell/ICASSP2021-A2S/tree/main/metadata defined in the official repository].		We use the test split as [https://github.com/cheriell/ICASSP2021-A2S/tree/main/metadata defined in the official repository].
		+
		+	''Note:'' Some songs have lyrics written down as kern comments. These will be ignored during the evaluation process as they are not present in the audio.

	=== Undisclosed Evaluation Set ===		=== Undisclosed Evaluation Set ===

@@ Line 98: / Line 98: @@
 For the '''Blind A2S''' track, only the audio recording will be provided.
-For the '''Staves-Informed A2S''' track, staves metadata will also be provided. This metadata may include meter, clef, key signature, and other score-structure information needed to guide transcription. The exact metadata packaging will be specified before submissions open.
+For the '''Staves-Informed A2S''' track, staves metadata will also be provided. This metadata is the <code>**kern</code> header, that looks like this in the Quartets dataset for example:
 ==== Output File Format ====

@@ Line 162: / Line 162: @@
 * [https://zenodo.org/records/4527460 MuseSyn on Zenodo]
-Converting the MusicXML files to <code>**kern</code> can be done using [https://extra.humdrum.org/man/xml2hum/ xml2hum]. Contact the task captain if you encounter any issues.
+Converting the MusicXML files to <code>**kern</code> can be done using [https://github.com/adhooge/humlib/tree/gcc15-cstdint-fix this code]. Contact the task captain if you encounter any issues.
 '''Please follow the splits indicated [https://github.com/cheriell/ICASSP2021-A2S/tree/main/metadata here] and only use the train and validation splits during training.'''

← Older revision		Revision as of 05:13, 29 June 2026
Line 176:		Line 176:

	Evaluation will include the test split of the MuseSyn dataset after conversion of the reference scores to kern format. Results on this dataset will be reported separately.		Evaluation will include the test split of the MuseSyn dataset after conversion of the reference scores to kern format. Results on this dataset will be reported separately.
		+
		+	We use the test split as [https://github.com/cheriell/ICASSP2021-A2S/tree/main/metadata defined in the official repository].

	=== Undisclosed Evaluation Set ===		=== Undisclosed Evaluation Set ===