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| *Title* | SO4 Audio mp3 to wav Migration and QA Workflow |
| *Detailed description* | Informally the workflow is as follows: \\
SB currently owns a small collection of real audio filer files (digitised cd’s). They are part of the Danish publications that SB preserves. The rest of the Danish cd collection is in WAV. This format has been chosen as the preservation format as this is a raw format, which needs less interpretation or fewer layers of interpretation to be understood by humans and it is also a robust format. \\
The Danish Radio Broadcast mp3 files from the [mp3 (128kbit) with Danish Radio broadcasts|Danish Radio broadcasts, mp3] dataset are also to be migrated to WAV according to policy. The actual migration will be done using FFmpeg which is one of the SCAPE Action Services recommended tools. The QA will be split into a number of steps. The first step is validation that the migrated file is a correct file in the wanted format. This is done using JHOVE2 to analyse and provide a JHOVE2 property xml file, and next using a Beanshell in Taverna to check that the jhove2 feature “isValid” is true. The second step compares the header information properties of the original and the migrated files to see if they are ‘close enough’. This is done using FFprobe to extract header information and Taverna Beanshells to compare the extracted properties. Another step could be to extract more properties by ‘playing’ the two files. \\
The third step uses an analysis tool comparing the sound waves. To do this we have to ‘play’ or interpret the mp3 files. Just as a human needs to ‘play’ or interpret the files to hear the sound. A human cannot look at fileA and tell if it is correct or corrupted. We choose a player P and define ‘fileA played on player P’ to be correct. A small randomly chosen subset of files will be played on player P and checked by human ears to be correct making this definition probable. The player used in this workflow is MPG321. Note that MPG321 is an independent implementation of an mp3-decoder -- thus independent from FFmpeg, which is used to actually migrate the file. The result of playing fileA on player P (when noone is listening) is a WAV file. The migrated file is already a WAV file, and we can compare the two files using the analysis tool xcorrSound/migrationQA, see [SP:SO2 xcorrSound QA audio comparison tool].. \\
All the used tools are wrapped as SCAPE Web Services and Taverna Workflows. \\
In short:
* mp3 files are migrated to wav using FFmpeg
* QA
*# validation that the migrated file is a correct file in the wanted format using JHOVE2
*# extraction and comparison of level 1 (header) properties of original and migrated file using FFprobe and Beanshell
*# play original file using MPG321 and compare the waveforms and output similarity-factor using xcorrSound/migrationQA QA sound comparison tool; see [SP:SO2 xcorrSound QA audio comparison tool] |
| *[Solution Champion|SP:Responsibilities of the roles described on these pages]* \\ | [Bolette Jurik|] (SB) |
| *Corresponding Issue(s)* \\ | * [SP:IS21 Migration of mp3 to wav] |
| *myExperiment Links* \\ | The full workflow is [MP3 to WAV Migration \+QA|]. The workflow is combined of a number of smaller workflows, that can also be used or combined in other workflows and solutions:
* [FFmpeg mp3 to Wav Migration SCAPE Web Service Workflow |]
* [FFprobe Audio Files Property Extraction and Comparison Workflow |]
* [JHOVE2 Wav Validation SCAPE Web Service Workflow|]
* [MP3 to WAV Migrate Validate Compare|] combines the three above workflows to do a migration and basic QA
* [MPG321 Play mp3 to Wav SCAPE Web Service Workflow|]
* [migrationQA SCAPE Web Service Wav File Comparison Workflow |] |
| *Tool Registry Links* \\ | The workflow uses the following tools
* [FFmpeg|]
* [Ffprobe|]
* [JHOVE2|]
* [MPG321|]
* [xcorrSound|] |
| *Evaluation* \\ | This Migration and QA solution has been developed as a Taverna workflow using web services. This puts focus on availability rather than scalability. The sparse tests run i February 2012 have also been run through Taverna. TODO IN DIRE NEED OF AN UPDATE\!\!\! \\
We tested the _Mp3 to Wav Migrate Validate Compare Workflow_ on file P1_1000_1200_890106_001.mp3 from the [mp3 (128kbit) with Danish Radio broadcasts|Danish Radio broadcasts, mp3] testbed dataset. The file is 112 Mbyte and the duration is 2 hours, \\
2 minutes and 5.23 seconds. The workflow was run from Taverna on a local work station using the web services deployed on the SB iapetus test machine. The total time for the workflow is 2.3 minutes, and the most expensive nested workflow is the \\
JHove2Validate workflow with 1.3 minutes, closely followed by the FFmpegMigrate workflow with 59.2 s. The FFprobeExtractCompare workflow with 12.9 seconds seems to be the cheaper QA in this set-up. The result of the workflow is a migrated \\
WAV file, and a report that it is valid and that the extracted properties have been preserved. \\
Running the workflow on 4 additional files from the dataset gave similar results of between 2.2 and 2.3 minutes, valid migrated WAV files and properties preserved. The 6th test run also gave a result wav file, but we could not hear the file, and neither \\
JHOVE2 or FFprobe was able to read the file. Interestingly the nested FFprobe workflow failed, while the nested JHove2 workflow finished, but without output. At the intermediate values, we see the JHOVE2 SCAPE web service is unable to read the \\
migrated file. This raises a question of error handling in the Taverna workflows. The nice feature is that in this layered approach, it is still easy to pinpoint where the error originated, but we may want to look at more consistent error handling. Maybe the \\
workflow should not fail in this case, but rather give meaningful output about a failed web service or beanshell. \\
We note that we are working on 2-hour sound files. The average file size of the original mp3 files is only 118Mb, but the migrated wav files are approximately 1.4Gb. This means we can probably not hope to improve much on the performance of the \\
actual FFmpeg migration of the individual files. The [mp3 (128kbit) with Danish Radio broadcasts|Danish Radio broadcasts, mp3] collection is 20 TB and around 150000 files. This means that running the basic workflow migrations sequentially on the test machine would take around 300 \\
days. We can however hope to improve by using the Scape execution platform instead of doing the migrations sequentially. \\
The migrationQA workflow was tested separately, see [SP:SO2 xcorrSound QA audio comparison tool]. \\
The full MP3 to WAV Migration + QA workflow has been tested on a shorter file using the ONB webservices. The input mp3 file was the Creative Commons example file [ |]The total time was 47.9 seconds. The time for FFmpegMigrate 12.2 seconds. For FFprobeExtractCompare 5.5 seconds. For JHove2Validate 9.6 seconds. And for _migrationQA comparison including MPG321 decoding_ 31 seconds.The output wav file is available from [ |]The JHOVE2 validation, the FFprobe comparison and the migrationQA comparison returned true, and the output of the migrationQA comparison looks like this: \\
\\ {noformat}
block 1: 0.999998 1152
block 2: 1 1152
block 3: 1 1152
block 4: 1 1152
block 5: 1 1152
block 6: 1 1152
block 7: 1 1152
block 8: 1 1152
block 9: 1 1152
block 10: 1 1152
block 11: 1 1152
block 12: 1 1152
block 13: 1 1152
block 14: 1 1152
block 15: 1 1152
block 16: 1 1152
block 17: 1 1152
block 18: 1 1152
block 19: 1 1152
block 20: 1 1152
block 21: 1 1152
block 22: 1 1152
block 23: 1 1152
block 24: 1 1152
block 25: 1 1152
block 26: 1 1152
block 27: 1 1152
block 28: 1 1152
block 29: 1 1152
block 30: 1 1152
block 31: 1 1152
block 32: 1 1152
block 33: 1 1152
block 34: 1 1152
block 35: 1 1152
block 36: 1 1152
block 37: 1 1152
block 38: 1 1152
block 39: 1 1152
block 40: 1 1152
block 41: 1 1152
block 42: 1 1152
block 43: 1 1152
block 44: 1 1152
block 45: 0.999999 1152
block 46: 0.999978 1152
{noformat}The solution performs as expected and solves the corresponding issue,but further testing for accuracy and performance is required. \\ |