diff --git a/docs/_pages/ui_examples/eyes/README.md b/docs/_pages/ui_examples/eyes/README.md
index eb45ba7fa..5afd038a7 100644
--- a/docs/_pages/ui_examples/eyes/README.md
+++ b/docs/_pages/ui_examples/eyes/README.md
@@ -38,8 +38,8 @@ Table of contents
 ## Input
 
 {: .note }
-If we are reading this handbook via a web browser,
-we can ask the browser to display each of these sheet images in a separate tab.
+If you are reading this handbook via a web browser,
+you can ask the browser to display each of these sheet images in a separate tab.
 <!--
 | Sheet#1 | Sheet#2 | Sheet#3 |
 | :---: | :---: | :---: |
@@ -54,32 +54,36 @@ we can ask the browser to display each of these sheet images in a separate tab.
 
 ## Book parameters
 
-Based on a first look at input score, we can select proper book parameters,
+Based on a first look at the input score, we can select the proper book parameters,
 via the ``Book | Set Book Parameters`` dialog:
 
 ![](./book_parameters.png)
 
-We select the whole book tab, not just the first sheet tab, because selections will
+We select the **whole book** tab, not just the first sheet tab, because selections will
 need to apply to all sheets in book.
 
 Here are the modifications made:
-- We select a ``Serif`` font for better consistency with input font.
-- For OCR, ``eng`` language is all we need
-- We select **both** 1-line percussion and 5-line percussion
+- We select a ``Serif`` font for better consistency with the input font.
+- For OCR, ``eng`` and ``ita`` languages are all we need
+- We select **both** 1-line percussion and 5-line unpitched percussion staves
 - We don't keep lyrics, since there are none in this score
 
+{: .note }
+We don't need to also select the "Cross note heads", because we have selected the 
+percussion staves. This "Cross note heads" feature is meant for cross heads on *standard* staves.
+
 ## Customized drum-set
 
 Since we are dealing with drum notation, we check the default drum-set.xml specifications.
-It is available in Audiveris ``res`` (resources) folder.
+It is available in the Audiveris ``res`` (resources) folder.
 Its content is also displayed in [this handbook section](../../specific/drums.md#appendix).
 
 The default specifications should be OK for the 5-line staff (named Drumset in the input).
 
-However, the 1-line staff in the input is named "Hand Clap", so we will specify such
-hand clap "instrument" for oval on mid-line (pitch-position 0).
+However, the 1-line staff in the input is named "Hand Clap", so we will specify the
+hand clap "instrument" for an oval on mid-line (pitch-position 0).
 
-In default ``drum-set.xml``, we have (excerpt):
+In the default ``drum-set.xml``, we have (excerpt):
 ```xml
     ...
   <staff line-count="1">
@@ -100,8 +104,8 @@ So, we create a "personal" ``drum-set.xml`` that provides one overriding definit
   </staff>
 </drum-set>
 ```
-And we put this file in user Audiveris ``config`` folder.  
-On my PC, path to this folder is precisely:
+And we put this file in the user Audiveris ``config`` folder.  
+On my PC, the path to this folder is precisely:
 > C:\Users\herve\AppData\Roaming\AudiverisLtd\audiveris\config
 
 And that's it.
@@ -112,16 +116,41 @@ We launch the whole book transcription, for example via (``Book | Transcribe Boo
 
 Two minutes later, we get:
 
-| Sheet#1 | Sheet#2 | Sheet#3 |
-| :---: | :---: | :---: |
-| ![](./sheet1_raw.png) | ![](./sheet2_raw.png) | ![](./sheet3_raw.png) |
+| Sheet ID | Raw result |
+| :---: | :---: |
+| Sheet#1 | ![](./sheet1_raw.png) |
+| Sheet#2 | ![](./sheet2_raw.png) |
+| Sheet#3 | ![](./sheet3_raw.png) |
+
 
 ## Manual corrections
 
 ### Sheet #1
 
-We have 3 measures displayed with a pink background, which means an error detected in RHYTHM step.
-Their (local) ids are measures 4 and 8 in first system and measure 27 in last system.
+|| Header Text  |
+| :---: | :---: |
+| Before | ![](./sheet1_header.png)|
+| After  | ![](./sheet1_header_ok.png)|
+
+At the very beginning of sheet #1, we can see some header text partly recognized:
+- "**Drums/Clap**": Not recognized.  
+  We select the text with a lasso, then in the ``Physicals`` palette in the shape board 
+  we double-click on the ``text`` button.
+  This manually calls the OCR on the selected text which is this time well recognized.  
+  The Inter board now presents the sentence "Drums/Clap" and proposes ``CreatorLyricist``
+  as its role. We manually change this role to ``Number``.
+- "**Can't Take My Eyes Off of You**": The apostrophe is mistaken for a separate "v" sentence.  
+  We select both sentences with a lasso and press the ``Delete`` key to remove them.  
+  With the underlying glyphs still selected, we double-click on the ``text`` button.
+  The text is correctly OCR'ed as a single sentence and its role correctly set as ``Title``.
+- "**&#119135; = 120**": Recognized as "J: 120".  
+  This is due to the quarter character (**&#119135;**) which the OCR does not handle correctly.  
+  And there is currently no way to fix this.
+- "**Molto Moderato**": Correctly OCR'd and assigned the ``Direction`` role.
+- "**Bob Crewe and Bob Gaudio**": Correctly OCR'd and assigned the ``CreatorComposer`` role.
+
+Regarding rhythm, we have 3 measures displayed with a pink background.
+Their (local) ids are measures 4 and 8 in the first system and measure 27 in the last system.
 
 We use ``View | Show score Voices`` so that each voice is displayed in a specific color.
 
@@ -130,14 +159,16 @@ We use ``View | Show score Voices`` so that each voice is displayed in a specifi
 | Before | ![](./sheet1_m3_4.png)|
 | After  | ![](./sheet1_m3_4_ok.png)|
 
-Measure 3: We observe a missing whole rest at the beginning of measure.  
-- Detection failed because the whole rest is located out of staff height.  
+Measure 3: We observe a missing whole rest at the beginning of the measure.  
+- Detection failed because the whole rest is located out of the staff height.  
 - We select the glyph and assign it the WHOLE_REST shape using the
 ``Rests`` palette in shape board.
 
 Measure 4: we can see the input lacks 2 quarter rests. 
 This is especially obvious when compared with measure 3.
-- So, we use a drag & drop to manually insert these missing quarter rests.
+- So, we use a drag & drop to manually insert these missing quarter rests
+(this insertion triggers a RHYTHM re-processing for the containing measure which
+now shows a correct result in timing and voice mapping).
 
 Measures 7 and 8: They are identical to measures 3 and 4, they need identical corrections.
 
@@ -150,7 +181,10 @@ Measure 27: A cross-head is missing, replaced by a strong accent.
 - We delete the strong accent
 - We select the stem glyph and assign it the stem shape
 - We then insert a cross-head dragged from the ``HeadsAndDot`` palette in shape board.  
-- We also assign the accent just above this note.
+- We also assign the accent just above this note
+(for example by selecting the underlying glyph, which triggers the glyph classifier;
+the ``Accent`` shape button appears in first place in the glyph classifier board;
+we simply press this ``Accent`` button).
 
 || Measure 31|
 | :---: | :---: |
@@ -162,21 +196,22 @@ Measure 31: This last measure contains a direction word ("sloppily") OCR'd as "s
 as well as the underlying glyphs.  
 - We then delete the item
 - With the underlying glyphs still selected, we manually run OCR
-via a double click on the "``text``" button in the ``Physicals`` set of shape board.
+via a double click on the "``text``" button in the ``Physicals`` set of the shape board.
+- We then assign the sentence role as ``Direction``.
 
 ### Sheet #2
 
-Just one measure (29) displayed in pink.
+Just one measure (29) is displayed in pink.
 
 || Measure 29|
 | :---: | :---: |
 | Before | ![](./sheet2_m29.png)|
 | After  | ![](./sheet2_m29_ok.png)|
 
-This is due to an 8th rest mistaken with a pair of augmentation dots.  
+This is due to an 8th rest mistaken for a pair of augmentation dots.  
 - With a lasso, we select the 8th rest underlying glyphs as well as the two dot items,
 - We deassign the selected items,
-- And click on the EIGHTH_REST button which appears at the top of glyph classifier board.
+- And click on the EIGHTH_REST button which appears at the top of the glyph classifier board.
 
 || Measure 4|
 | :---: | :---: |
@@ -185,9 +220,9 @@ This is due to an 8th rest mistaken with a pair of augmentation dots.
 
 Measure 4: A missing crescendo wedge.  
 - We select the underlying glyph and use a double-click on the crescendo button
-in the ``Dynamics`` palette of shape board.
+in the ``Dynamics`` palette of the shape board.
 
-Similar action for another missing crescendo below measure 12.
+A similar action fixes another missing crescendo below measure 12.
 
 ### Sheet #3
 
@@ -196,9 +231,9 @@ Similar action for another missing crescendo below measure 12.
 | Before | ![](./sheet3_m5.png)|
 | After  | ![](./sheet3_m5_ok.png)|
 
-Measure 5: A triple forte (fortississimo) not recognized, because Audiveris
+Measure 5: A triple forte (fortississimo) is not recognized, because Audiveris
 doesn't go beyond fortissimo. [^fortississimo] 
-- So, we manually select just a fortissimo, for lack of better choice.
+- So, we manually select just a fortissimo, for lack of a better choice.
 
 Measure 6: a "sloppily" direction OCR'd as "s oppy y".
 - See similar action in sheet 1.
@@ -211,7 +246,7 @@ Measure 10: a missing crescendo sign.
 | Before | ![](./sheet3_m16.png)|
 | After  | ![](./sheet3_m16_ok.png)|
 
-Measure 16: An "8" character mistaken with the start of an octave shift.  
+Measure 16: An "8" character is mistaken for the start of an octave shift.  
 - We simply delete it.
 
 || Measure 25|
@@ -219,10 +254,11 @@ Measure 16: An "8" character mistaken with the start of an octave shift.
 | Before | ![](./sheet3_m25.png)|
 | After  | ![](./sheet3_m25_ok.png)|
 
-Measure 25: A missing quarter.  
+Measure 25: A missing quarter note.  
 - We select the stem glyph and assign it via a double-click on the stem button
-in the "``Physicals``" palette in shape board.  
-- Then we drag a cross-head from the "``HeadsAndDot``" palette in shape board into proper location.
+in the "``Physicals``" palette in the shape board.  
+- Then we drag a cross-head from the "``HeadsAndDot``" palette in the shape board
+into the proper location (the needed ledger line gets created automatically)
 
 ## Logical parts
 
@@ -230,7 +266,7 @@ If we naïvely export our work to say MuseScore, we get something that starts li
 
 ![](./musescore_4_parts.png)
 
-That is, for OMR engine we have 4 separate logical parts:
+That is, for the OMR engine we have 4 separate logical parts:
 - D. Set
 - Hd. Clp.
 - Drumset
@@ -242,13 +278,13 @@ we get this dialog:
 
 ![](./logicals_editing.png)
 
-For the OMR engine limited capabilities, there is no way to detect that "D. Set" and "Drumset"
+Due to the OMR engine's limited capabilities, there is no way to detect that "D. Set" and "Drumset"
 refer to the same logical part.
 
 Let's do this manually:
 1. We select the first logical (D. Set) and copy its name
-2. We then select the third logical (Drumset) and paste into the Abbreviation field the copied name
-3. We do the same between (Hd. Clp.) logical and "Hand Clap" logical
+2. We then select the third logical (Drumset) and paste into the Abbrev field the copied name
+3. We do the same between (Hd. Clp.) logical and (Hand Clap) logical
 4. We can now remove the first 2 logicals (D. Set and Hd. Clp.)
 5. We save (and thus lock) the logicals configuration
 
@@ -261,8 +297,8 @@ We can finally apply the new configuration, with the logicals now locked:
 No mapping warning is issued.
 
 Export to MuseScore or Finale is now OK.  
-First page in Finale looks like:
+The first page in Finale looks like:
 
 ![](./finale_export.png)
 
-[^fortississimo]: We will need to add fortississimo shape to Audiveris and retrain its glyph neural network with enough representative samples.
\ No newline at end of file
+[^fortississimo]: We will need to add the fortississimo shape to Audiveris and retrain its glyph neural network with enough representative samples.
\ No newline at end of file
diff --git a/docs/_pages/ui_examples/eyes/book_parameters.png b/docs/_pages/ui_examples/eyes/book_parameters.png
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diff --git a/docs/_pages/ui_examples/eyes/sheet1_header_ok.png b/docs/_pages/ui_examples/eyes/sheet1_header_ok.png
new file mode 100644
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diff --git a/docs/_pages/ui_examples/eyes/sheet1_raw.png b/docs/_pages/ui_examples/eyes/sheet1_raw.png
index 78b24331e..23e153629 100644
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diff --git a/docs/_pages/ui_examples/trinitas/README.md b/docs/_pages/ui_examples/trinitas/README.md
index b0f1dc060..9ef185508 100644
--- a/docs/_pages/ui_examples/trinitas/README.md
+++ b/docs/_pages/ui_examples/trinitas/README.md
@@ -156,12 +156,16 @@ We have selected `View | Show score voice` or `F8` command so that voices in the
 are displayed in different colors.
 
 {: .note }
-If we are reading this handbook via a web browser,
-we can ask the browser to display each of these sheet images in a separate tab.
+If you are reading this handbook via a web browser,
+you can ask the browser to display each of these sheet images in a separate tab.
 
-| Sheet#1 | Sheet#2 | Sheet#3 | Sheet#4 | Sheet#5 |
-| :---: | :---: | :---: | :---: | :---: |
-| ![](sheet1_init.png) | ![](sheet2_init.png) | ![](sheet3_init.png) | ![](sheet4_init.png) | ![](sheet5_init.png) |
+| Sheet ID | Raw result |
+| :---: | :---: |
+| Sheet#1 | ![](./sheet1_init.png) |
+| Sheet#2 | ![](./sheet2_init.png) |
+| Sheet#3 | ![](./sheet3_init.png) |
+| Sheet#4 | ![](./sheet4_init.png) |
+| Sheet#5 | ![](./sheet5_init.png) |
 
 Our first impression is that almost all measures, except for sheet #3, are displayed in pink!