Update for the JOSS paper editor review

[neillu23]

What?

1. Add references to the actual model architecture papers as the paper mentions that espnet-se++ adds "several new models, loss functions, and training recipes".
2. Add DOIs for the references. This is required for a JOSS publication
3. Modify title={Onssen: an open-source ...} to title={{ONSSEN}: an open-source ...}

Why?

To address the comments from editor review #5399 for the JOSS paper "Software Design and User Interface of ESPnet-SE++: Speech Enhancement for Robust Speech Processing"

[codecov]

Codecov Report

Merging #5418 (15fc598) into master (5d0758e) will increase coverage by 4.45%.
Report is 114 commits behind head on master.
The diff coverage is n/a.

@@            Coverage Diff             @@
##           master    #5418      +/-   ##
==========================================
+ Coverage   72.72%   77.17%   +4.45%     
==========================================
  Files         679      684       +5     
  Lines       61692    62686     +994     
==========================================
+ Hits        44865    48379    +3514     
+ Misses      16827    14307    -2520     

Flag	Coverage Δ
test_configuration_espnet2	∅ <ø> (∅)
test_integration_espnet1	65.73% <ø> (ø)
test_integration_espnet2	49.07% <ø> (?)
test_python_espnet1	19.94% <ø> (-0.33%)	⬇️
test_python_espnet2	52.30% <ø> (+0.20%)	⬆️
test_utils	23.10% <ø> (ø)

Flags with carried forward coverage won't be shown. Click here to find out more.

see 80 files with indirect coverage changes

📣 We’re building smart automated test selection to slash your CI/CD build times. Learn more

[faroit]

@neillu23 Thanks, the changes look good to me

[faroit]

@Emrys365 Hi 👋. Would it be possible to review this PR soon so that we can continue with the JOSS publication

[Emrys365]

LGTM!

[Emrys365]

@faroit Sorry for my late response! I approve the above comments with some formatting suggestions.

[sw005320]

@Emrys365, how about committing your suggestions by yourself (They look good to me)?
Then, we can merge this PR.

[Emrys365]

OK, I have committed the changes.

[neillu23]

@Emrys365 I appreciate your assistance! My apologies for overlooking your earlier remarks.