Added UI components and conversition to .wav format

n-grams/app.py

@@ -0,0 +1,15 @@
+from music import music_gen
+import gradio as gr
+
+keysignature = ["C","G","D","No selection"]
+difficulty = ["beginner","intermediate","expert"]
+timesignature = ['3/4','4/4','1/8','C|']
+
+interface = gr.Interface(fn = music_gen,
+inputs=[gr.Radio(difficulty,label="Difficulty"),
+		gr.Radio(timesignature,label="Time Signature"),
+		gr.Dropdown(keysignature,label="Key Signature")],
+outputs = ["gallery","audio"],
+title="Sheet Music Generation for Sight-Reading",
+description="TO be added")
+interface.launch(inline=False)

n-grams/gen_songs_abc/song_175252/gen_song_175252.abc

@@ -0,0 +1,50 @@
+X:1
+T:Markov Song 175252
+R:song
+C:Visakh Ajith
+Z:id:hn-song-111
+M:3/4
+L:1/8
+Q:1/4=120
+K:G
+ a>bg  |  a>bg  |  f>ge 
+ a>bg  |  f>ge  |  f>ge 
+ f>ge  |  f>ge  | d>ef 
+ f>ge  | d>ef  | d>ef 
+d>ef  | d>ef  |  g2f 
+d>ef  |  g2f  |  g2f 
+ g2f  |  g2f  |  e>fg 
+ g2f  |  e>fg  |  e>fg 
+ e>fg  |  e>fg  |  ddc 
+ e>fg  |  ddc  |  ddc 
+ ddc  |  ddc  |  B>AG 
+ ddc  |  B>AG  |  B>AG 
+ B>AG  |  B>AG  |  c2A 
+ B>AG  |  c2A  |  c2A 
+ c2A  |  c2A  |  B>cd 
+ c2A  |  B>cd  |  B>cd 
+ B>cd  |  B>cd  |  A2G 
+ B>cd  |  A2G  |  A2G 
+ A2G  |  A2G  |  F>ED 
+ A2G  |  F>ED  |  F>ED 
+ F>ED  |  F>ED  |  G2E 
+ F>ED  |  G2E  |  G2E 
+ G2E  |  G2E  |  F>GA 
+ G2E  |  F>GA  |  F>GA 
+ F>GA  |  F>GA  |  D2E 
+ F>GA  |  D2E  |  D2E 
+ D2E  |  D2E  |  D2 :
+ D2E  |  D2 : |  D2 :
+ D2 : |  D2 : | : A
+ D2 : | : A | : A
+: A | : A |  d2d 
+: A |  d2d  |  d2d 
+ d2d  |  d2d  |  d>cd 
+ d2d  |  d>cd  |  d>cd 
+ d>cd  |  d>cd  |  e>fe 
+ d>cd  |  e>fe  |  e>fe 
+ e>fe  |  e>fe  |  ecA 
+ e>fe  |  ecA  |  ecA 
+ ecA  |  ecA  |  f2f e>fd 
+ ecA  |  f2f e>fd  |  f2f e>fd 
+ f2f e>fd  |  f2f e>fd 

n-grams/gen_songs_abc/song_175252/gen_song_175252.ly

@@ -0,0 +1,73 @@
+\version "2.7.40"
+\header {
+	composer = "Visakh Ajith"
+	crossRefNumber = "1"
+	footnotes = ""
+	meter = "song"
+	tagline = "Lily was here 2.20.0 -- automatically converted from ABC"
+	title = "Markov Song 175252"
+	transcription = "id:hn-song-111"
+}
+voicedefault =  {
+\set Score.defaultBarType = ""
+
+\time 3/4 \tempo  4=120
+ \key g \major   a''8.    b''16    g''8    \bar "|"   a''8.    b''16    g''8    
+\bar "|"   fis''8.    g''16    e''8      a''8.    b''16    g''8    \bar "|"   
+fis''8.    g''16    e''8    \bar "|"   fis''8.    g''16    e''8      fis''8.    
+g''16    e''8    \bar "|"   fis''8.    g''16    e''8    \bar "|"   d''8.    
+e''16    fis''8      fis''8.    g''16    e''8    \bar "|"   d''8.    e''16    
+fis''8    \bar "|"   d''8.    e''16    fis''8      d''8.    e''16    fis''8    
+\bar "|"   d''8.    e''16    fis''8    \bar "|"   g''4    fis''8      d''8.    
+e''16    fis''8    \bar "|"   g''4    fis''8    \bar "|"   g''4    fis''8      
+g''4    fis''8    \bar "|"   g''4    fis''8    \bar "|"   e''8.    fis''16    
+g''8      g''4    fis''8    \bar "|"   e''8.    fis''16    g''8    \bar "|"   
+e''8.    fis''16    g''8      e''8.    fis''16    g''8    \bar "|"   e''8.    
+fis''16    g''8    \bar "|"   d''8    d''8    c''8      e''8.    fis''16    
+g''8    \bar "|"   d''8    d''8    c''8    \bar "|"   d''8    d''8    c''8      
+d''8    d''8    c''8    \bar "|"   d''8    d''8    c''8    \bar "|"   b'8.    
+a'16    g'8      d''8    d''8    c''8    \bar "|"   b'8.    a'16    g'8    
+\bar "|"   b'8.    a'16    g'8      b'8.    a'16    g'8    \bar "|"   b'8.    
+a'16    g'8    \bar "|"   c''4    a'8      b'8.    a'16    g'8    \bar "|"   
+c''4    a'8    \bar "|"   c''4    a'8      c''4    a'8    \bar "|"   c''4    
+a'8    \bar "|"   b'8.    c''16    d''8      c''4    a'8    \bar "|"   b'8.    
+c''16    d''8    \bar "|"   b'8.    c''16    d''8      b'8.    c''16    d''8    
+\bar "|"   b'8.    c''16    d''8    \bar "|"   a'4    g'8      b'8.    c''16    
+d''8    \bar "|"   a'4    g'8    \bar "|"   a'4    g'8      a'4    g'8    
+\bar "|"   a'4    g'8    \bar "|"   fis'8.    e'16    d'8      a'4    g'8    
+\bar "|"   fis'8.    e'16    d'8    \bar "|"   fis'8.    e'16    d'8      
+fis'8.    e'16    d'8    \bar "|"   fis'8.    e'16    d'8    \bar "|"   g'4    
+e'8      fis'8.    e'16    d'8    \bar "|"   g'4    e'8    \bar "|"   g'4    
+e'8      g'4    e'8    \bar "|"   g'4    e'8    \bar "|"   fis'8.    g'16    
+a'8      g'4    e'8    \bar "|"   fis'8.    g'16    a'8    \bar "|"   fis'8.    
+g'16    a'8      fis'8.    g'16    a'8    \bar "|"   fis'8.    g'16    a'8    
+\bar "|"   d'4    e'8      fis'8.    g'16    a'8    \bar "|"   d'4    e'8    
+\bar "|"   d'4    e'8      d'4    e'8    \bar "|"   d'4    e'8    \bar "|"   
+d'4      d'4    e'8    \bar "|"   d'4      d'4      d'4          d''4    d''8   
+ \bar "|"   d''4    d''8    \bar "|"   d''8.    c''16    d''8      d''4    d''8 
+   \bar "|"   d''8.    c''16    d''8    \bar "|"   d''8.    c''16    d''8      
+d''8.    c''16    d''8    \bar "|"   d''8.    c''16    d''8    \bar "|"   e''8. 
+   fis''16    e''8      d''8.    c''16    d''8    \bar "|"   e''8.    fis''16   
+ e''8    \bar "|"   e''8.    fis''16    e''8      e''8.    fis''16    e''8    
+\bar "|"   e''8.    fis''16    e''8    \bar "|"   e''8    c''8    a'8      
+e''8.    fis''16    e''8    \bar "|"   e''8    c''8    a'8    \bar "|"   e''8   
+ c''8    a'8      e''8    c''8    a'8    \bar "|"   e''8    c''8    a'8    
+\bar "|"   fis''4    fis''8    e''8.    fis''16    d''8      e''8    c''8    
+a'8    \bar "|"   fis''4    fis''8    e''8.    fis''16    d''8    \bar "|"   
+fis''4    fis''8    e''8.    fis''16    d''8      fis''4    fis''8    e''8.    
+fis''16    d''8    \bar "|"   fis''4    fis''8    e''8.    fis''16    d''8    
+}
+
+\score{
+    <<
+
+	\context Staff="default"
+	{
+	    \voicedefault 
+	}
+
+    >>
+	\layout {
+	}
+	\midi {}
+}

n-grams/gen_songs_abc/song_175252/gen_song_175252.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:704e0e2b01862e9d63dd68eba84fb06c03ea9e2ff42125440f37dc25ba0278aa
+size 15171116

n-grams/gen_songs_abc/song_180735/gen_song_180735.abc

@@ -0,0 +1,42 @@
+X:1
+T:Markov Song 180735
+R:song
+C:Visakh Ajith
+Z:id:hn-song-111
+M:3/4
+L:1/8
+Q:1/4=120
+K:G
+ efg  |  efg  |  f>ga 
+ efg  |  f>ga  |  f>ga 
+ f>ga  |  f>ga  |  d2c 
+ f>ga  |  d2c  |  d2c 
+ d2c  |  d2c  |  B>AG 
+ d2c  |  B>AG  |  B>AG 
+ B>AG  |  B>AG  |  c2A 
+ B>AG  |  c2A  |  c2A 
+ c2A  |  c2A  |  B/c/dd 
+ c2A  |  B/c/dd  |  B/c/dd 
+ B/c/dd  |  B/c/dd  |  G2A 
+ B/c/dd  |  G2A  |  G2A 
+ G2A  |  G2A  |  G2 :
+ G2A  |  G2 : |  G2 :
+ G2 : |  G2 : | : d 
+ G2 : | : d  | : d 
+: d  | : d  |  g2g 
+: d  |  g2g  |  g2g 
+ g2g  |  g2g  |  g>fg 
+ g2g  |  g>fg  |  g>fg 
+ g>fg  |  g>fg  |  a>ba 
+ g>fg  |  a>ba  |  a>ba 
+ a>ba  |  a>ba  |  afd 
+ a>ba  |  afd  |  afd 
+ afd  |  afd  |  b2b 
+ afd  |  b2b  |  b2b 
+ b2b  |  b2b  |  a>bg 
+ b2b  |  a>bg  |  a>bg 
+ a>bg  |  a>bg  |  f>ge 
+ a>bg  |  f>ge  |  f>ge 
+ f>ge  |  f>ge  | d>ef 
+ f>ge  | d>ef  | d>ef 
+d>ef  | d>ef  |  g2f 

n-grams/gen_songs_abc/song_180735/gen_song_180735.ly

@@ -0,0 +1,64 @@
+\version "2.7.40"
+\header {
+	composer = "Visakh Ajith"
+	crossRefNumber = "1"
+	footnotes = ""
+	meter = "song"
+	tagline = "Lily was here 2.20.0 -- automatically converted from ABC"
+	title = "Markov Song 180735"
+	transcription = "id:hn-song-111"
+}
+voicedefault =  {
+\set Score.defaultBarType = ""
+
+\time 3/4 \tempo  4=120
+ \key g \major   e''8    fis''8    g''8    \bar "|"   e''8    fis''8    g''8    
+\bar "|"   fis''8.    g''16    a''8      e''8    fis''8    g''8    \bar "|"   
+fis''8.    g''16    a''8    \bar "|"   fis''8.    g''16    a''8      fis''8.    
+g''16    a''8    \bar "|"   fis''8.    g''16    a''8    \bar "|"   d''4    c''8 
+     fis''8.    g''16    a''8    \bar "|"   d''4    c''8    \bar "|"   d''4    
+c''8      d''4    c''8    \bar "|"   d''4    c''8    \bar "|"   b'8.    a'16    
+g'8      d''4    c''8    \bar "|"   b'8.    a'16    g'8    \bar "|"   b'8.    
+a'16    g'8      b'8.    a'16    g'8    \bar "|"   b'8.    a'16    g'8    
+\bar "|"   c''4    a'8      b'8.    a'16    g'8    \bar "|"   c''4    a'8    
+\bar "|"   c''4    a'8      c''4    a'8    \bar "|"   c''4    a'8    \bar "|"   
+b'16    c''16    d''8    d''8      c''4    a'8    \bar "|"   b'16    c''16    
+d''8    d''8    \bar "|"   b'16    c''16    d''8    d''8      b'16    c''16    
+d''8    d''8    \bar "|"   b'16    c''16    d''8    d''8    \bar "|"   g'4    
+a'8      b'16    c''16    d''8    d''8    \bar "|"   g'4    a'8    \bar "|"   
+g'4    a'8      g'4    a'8    \bar "|"   g'4    a'8    \bar "|"   g'4      g'4  
+  a'8    \bar "|"   g'4      g'4      g'4          g''4    g''8    \bar "|"   
+g''4    g''8    \bar "|"   g''8.    fis''16    g''8      g''4    g''8    
+\bar "|"   g''8.    fis''16    g''8    \bar "|"   g''8.    fis''16    g''8      
+g''8.    fis''16    g''8    \bar "|"   g''8.    fis''16    g''8    \bar "|"   
+a''8.    b''16    a''8      g''8.    fis''16    g''8    \bar "|"   a''8.    
+b''16    a''8    \bar "|"   a''8.    b''16    a''8      a''8.    b''16    a''8  
+  \bar "|"   a''8.    b''16    a''8    \bar "|"   a''8    fis''8    d''8      
+a''8.    b''16    a''8    \bar "|"   a''8    fis''8    d''8    \bar "|"   a''8  
+  fis''8    d''8      a''8    fis''8    d''8    \bar "|"   a''8    fis''8    
+d''8    \bar "|"   b''4    b''8      a''8    fis''8    d''8    \bar "|"   b''4  
+  b''8    \bar "|"   b''4    b''8      b''4    b''8    \bar "|"   b''4    b''8  
+  \bar "|"   a''8.    b''16    g''8      b''4    b''8    \bar "|"   a''8.    
+b''16    g''8    \bar "|"   a''8.    b''16    g''8      a''8.    b''16    g''8  
+  \bar "|"   a''8.    b''16    g''8    \bar "|"   fis''8.    g''16    e''8      
+a''8.    b''16    g''8    \bar "|"   fis''8.    g''16    e''8    \bar "|"   
+fis''8.    g''16    e''8      fis''8.    g''16    e''8    \bar "|"   fis''8.    
+g''16    e''8    \bar "|"   d''8.    e''16    fis''8      fis''8.    g''16    
+e''8    \bar "|"   d''8.    e''16    fis''8    \bar "|"   d''8.    e''16    
+fis''8      d''8.    e''16    fis''8    \bar "|"   d''8.    e''16    fis''8    
+\bar "|"   g''4    fis''8    
+}
+
+\score{
+    <<
+
+	\context Staff="default"
+	{
+	    \voicedefault 
+	}
+
+    >>
+	\layout {
+	}
+	\midi {}
+}

n-grams/gen_songs_abc/song_180735/gen_song_180735.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ed657c20ff736eb9dc4c130abaa6c90d95067318ec18addcebf874b8d3cf72a0
+size 11466796

n-grams/gen_songs_abc/song_181849/gen_song_181849.abc

@@ -0,0 +1,34 @@
+X:1
+T:Markov Song 181849
+R:song
+C:Visakh Ajith
+Z:id:hn-song-111
+M:3/4
+L:1/8
+Q:1/4=120
+K:G
+ B2 g3 B  |  B2 g3 B  |  A2 G4- 
+ B2 g3 B  |  A2 G4-  |  A2 G4- 
+ A2 G4-  |  A2 G4-  |  G4 gf 
+ A2 G4-  |  G4 gf  |  G4 gf 
+ G4 gf  |  G4 gf  | ed cB AG 
+ G4 gf  | ed cB AG  | ed cB AG 
+ed cB AG  | ed cB AG  |  E2 A3 B 
+ed cB AG  |  E2 A3 B  |  E2 A3 B 
+ E2 A3 B  |  E2 A3 B  |  A6- 
+ E2 A3 B  |  A6-  |  A6- 
+ A6-  |  A6-  |  A4 GA 
+ A6-  |  A4 GA  |  A4 GA 
+ A4 GA  |  A4 GA  | B2 D3 D 
+ A4 GA  | B2 D3 D  | B2 D3 D 
+B2 D3 D  | B2 D3 D  |  E2 c3 A 
+B2 D3 D  |  E2 c3 A  |  E2 c3 A 
+ E2 c3 A  |  E2 c3 A  |  B6- 
+ E2 c3 A  |  B6-  |  B6- 
+ B6-  |  B6-  |  B4 GA 
+ B6-  |  B4 GA  |  B4 GA 
+ B4 GA  |  B4 GA  | B2 D3 D 
+ B4 GA  | B2 D3 D  | B2 D3 D 
+B2 D3 D  | B2 D3 D  |  E2 c3 A 
+B2 D3 D  |  E2 c3 A  |  E2 c3 A 
+ E2 c3 A  |  E2 c3 A  |  B6- 

n-grams/gen_songs_abc/song_181849/gen_song_181849.ly

@@ -0,0 +1,58 @@
+\version "2.7.40"
+\header {
+	composer = "Visakh Ajith"
+	crossRefNumber = "1"
+	footnotes = ""
+	meter = "song"
+	tagline = "Lily was here 2.20.0 -- automatically converted from ABC"
+	title = "Markov Song 181849"
+	transcription = "id:hn-song-111"
+}
+voicedefault =  {
+\set Score.defaultBarType = ""
+
+\time 3/4 \tempo  4=120
+ \key g \major   b'4    g''4.    b'8    \bar "|"   b'4    g''4.    b'8    
+\bar "|"   a'4    g'2   ~      b'4    g''4.    b'8    \bar "|"   a'4    g'2  
+ ~    \bar "|"   a'4    g'2   ~      a'4    g'2   ~    \bar "|"   a'4    g'2  
+ ~    \bar "|"   g'2    g''8    fis''8      a'4    g'2   ~    \bar "|"   g'2    
+g''8    fis''8    \bar "|"   g'2    g''8    fis''8      g'2    g''8    fis''8   
+ \bar "|"   g'2    g''8    fis''8    \bar "|"   e''8    d''8    c''8    b'8    
+a'8    g'8      g'2    g''8    fis''8    \bar "|"   e''8    d''8    c''8    b'8 
+   a'8    g'8    \bar "|"   e''8    d''8    c''8    b'8    a'8    g'8      e''8 
+   d''8    c''8    b'8    a'8    g'8    \bar "|"   e''8    d''8    c''8    b'8  
+  a'8    g'8    \bar "|"   e'4    a'4.    b'8      e''8    d''8    c''8    b'8  
+  a'8    g'8    \bar "|"   e'4    a'4.    b'8    \bar "|"   e'4    a'4.    b'8  
+    e'4    a'4.    b'8    \bar "|"   e'4    a'4.    b'8    \bar "|"   a'2.   ~  
+    e'4    a'4.    b'8    \bar "|"   a'2.   ~    \bar "|"   a'2.   ~      a'2.  
+ ~    \bar "|"   a'2.   ~    \bar "|"   a'2    g'8    a'8      a'2.   ~    
+\bar "|"   a'2    g'8    a'8    \bar "|"   a'2    g'8    a'8      a'2    g'8    
+a'8    \bar "|"   a'2    g'8    a'8    \bar "|"   b'4    d'4.    d'8      a'2   
+ g'8    a'8    \bar "|"   b'4    d'4.    d'8    \bar "|"   b'4    d'4.    d'8   
+   b'4    d'4.    d'8    \bar "|"   b'4    d'4.    d'8    \bar "|"   e'4    
+c''4.    a'8      b'4    d'4.    d'8    \bar "|"   e'4    c''4.    a'8    
+\bar "|"   e'4    c''4.    a'8      e'4    c''4.    a'8    \bar "|"   e'4    
+c''4.    a'8    \bar "|"   b'2.   ~      e'4    c''4.    a'8    \bar "|"   b'2. 
+  ~    \bar "|"   b'2.   ~      b'2.   ~    \bar "|"   b'2.   ~    \bar "|"   
+b'2    g'8    a'8      b'2.   ~    \bar "|"   b'2    g'8    a'8    \bar "|"   
+b'2    g'8    a'8      b'2    g'8    a'8    \bar "|"   b'2    g'8    a'8    
+\bar "|"   b'4    d'4.    d'8      b'2    g'8    a'8    \bar "|"   b'4    d'4.  
+  d'8    \bar "|"   b'4    d'4.    d'8      b'4    d'4.    d'8    \bar "|"   
+b'4    d'4.    d'8    \bar "|"   e'4    c''4.    a'8      b'4    d'4.    d'8    
+\bar "|"   e'4    c''4.    a'8    \bar "|"   e'4    c''4.    a'8      e'4    
+c''4.    a'8    \bar "|"   e'4    c''4.    a'8    \bar "|"   b'2.   ~    
+}
+
+\score{
+    <<
+
+	\context Staff="default"
+	{
+	    \voicedefault 
+	}
+
+    >>
+	\layout {
+	}
+	\midi {}
+}

n-grams/gen_songs_abc/song_181849/gen_song_181849.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:603a556be35cc67e257df817f11f8bee5d8853e9f5bbe844d2fc5b296e8b5919
+size 19845676

n-grams/gen_songs_abc/song_181854/gen_song_181854.abc

@@ -0,0 +1,38 @@
+X:1
+T:Markov Song 181854
+R:song
+C:Visakh Ajith
+Z:id:hn-song-111
+M:3/4
+L:1/8
+Q:1/4=120
+K:G
+A2 D2 AB  | A2 D2 AB  |  A2 D2 AB 
+A2 D2 AB  |  A2 D2 AB  |  A2 D2 AB 
+ A2 D2 AB  |  A2 D2 AB  |  c2 e2 d2 
+ A2 D2 AB  |  c2 e2 d2  |  c2 e2 d2 
+ c2 e2 d2  |  c2 e2 d2  |  G4 :
+ c2 e2 d2  |  G4 : |  G4 :
+ G4 : |  G4 : | DE/F/ 
+ G4 : | DE/F/  | DE/F/ 
+DE/F/  | DE/F/  |  GA B2 AB/c/ 
+DE/F/  |  GA B2 AB/c/  |  GA B2 AB/c/ 
+ GA B2 AB/c/  |  GA B2 AB/c/  |  B2 cB AG 
+ GA B2 AB/c/  |  B2 cB AG  |  B2 cB AG 
+ B2 cB AG  |  B2 cB AG  |  cB cd ef 
+ B2 cB AG  |  cB cd ef  |  cB cd ef 
+ cB cd ef  |  cB cd ef  |  g4 ef/g/ 
+ cB cd ef  |  g4 ef/g/  |  g4 ef/g/ 
+ g4 ef/g/  |  g4 ef/g/  | a2 ba ge 
+ g4 ef/g/  | a2 ba ge  | a2 ba ge 
+a2 ba ge  | a2 ba ge  |  d2 ed cB 
+a2 ba ge  |  d2 ed cB  |  d2 ed cB 
+ d2 ed cB  |  d2 ed cB  |  c2 B2 A>G 
+ d2 ed cB  |  c2 B2 A>G  |  c2 B2 A>G 
+ c2 B2 A>G  |  c2 B2 A>G  |  E4 A/B/d 
+ c2 B2 A>G  |  E4 A/B/d  |  E4 A/B/d 
+ E4 A/B/d  |  E4 A/B/d  | e2 ge dB 
+ E4 A/B/d  | e2 ge dB  | e2 ge dB 
+e2 ge dB  | e2 ge dB  |  A2 B/c/d D2 
+e2 ge dB  |  A2 B/c/d D2  |  A2 B/c/d D2 
+ A2 B/c/d D2  |  A2 B/c/d D2 

n-grams/gen_songs_abc/song_181854/gen_song_181854.ly

@@ -0,0 +1,73 @@
+\version "2.7.40"
+\header {
+	composer = "Visakh Ajith"
+	crossRefNumber = "1"
+	footnotes = ""
+	meter = "song"
+	tagline = "Lily was here 2.20.0 -- automatically converted from ABC"
+	title = "Markov Song 181854"
+	transcription = "id:hn-song-111"
+}
+voicedefault =  {
+\set Score.defaultBarType = ""
+
+\time 3/4 \tempo  4=120
+ \key g \major   a'4    d'4    a'8    b'8    \bar "|"   a'4    d'4    a'8    
+b'8    \bar "|"   a'4    d'4    a'8    b'8      a'4    d'4    a'8    b'8    
+\bar "|"   a'4    d'4    a'8    b'8    \bar "|"   a'4    d'4    a'8    b'8      
+a'4    d'4    a'8    b'8    \bar "|"   a'4    d'4    a'8    b'8    \bar "|"   
+c''4    e''4    d''4      a'4    d'4    a'8    b'8    \bar "|"   c''4    e''4   
+ d''4    \bar "|"   c''4    e''4    d''4      c''4    e''4    d''4    \bar "|"  
+ c''4    e''4    d''4    \bar "|"   g'2      c''4    e''4    d''4    \bar "|"   
+g'2      g'2      g'2      d'8    e'16    fis'16    \bar "|"   d'8    e'16    
+fis'16    \bar "|"   g'8    a'8    b'4    a'8    b'16    c''16      d'8    e'16 
+   fis'16    \bar "|"   g'8    a'8    b'4    a'8    b'16    c''16    \bar "|"   
+g'8    a'8    b'4    a'8    b'16    c''16      g'8    a'8    b'4    a'8    b'16 
+   c''16    \bar "|"   g'8    a'8    b'4    a'8    b'16    c''16    \bar "|"   
+b'4    c''8    b'8    a'8    g'8      g'8    a'8    b'4    a'8    b'16    c''16 
+   \bar "|"   b'4    c''8    b'8    a'8    g'8    \bar "|"   b'4    c''8    b'8 
+   a'8    g'8      b'4    c''8    b'8    a'8    g'8    \bar "|"   b'4    c''8   
+ b'8    a'8    g'8    \bar "|"   c''8    b'8    c''8    d''8    e''8    fis''8  
+    b'4    c''8    b'8    a'8    g'8    \bar "|"   c''8    b'8    c''8    d''8  
+  e''8    fis''8    \bar "|"   c''8    b'8    c''8    d''8    e''8    fis''8    
+  c''8    b'8    c''8    d''8    e''8    fis''8    \bar "|"   c''8    b'8    
+c''8    d''8    e''8    fis''8    \bar "|"   g''2    e''8    fis''16    g''16   
+   c''8    b'8    c''8    d''8    e''8    fis''8    \bar "|"   g''2    e''8    
+fis''16    g''16    \bar "|"   g''2    e''8    fis''16    g''16      g''2    
+e''8    fis''16    g''16    \bar "|"   g''2    e''8    fis''16    g''16    
+\bar "|"   a''4    b''8    a''8    g''8    e''8      g''2    e''8    fis''16    
+g''16    \bar "|"   a''4    b''8    a''8    g''8    e''8    \bar "|"   a''4    
+b''8    a''8    g''8    e''8      a''4    b''8    a''8    g''8    e''8    
+\bar "|"   a''4    b''8    a''8    g''8    e''8    \bar "|"   d''4    e''8    
+d''8    c''8    b'8      a''4    b''8    a''8    g''8    e''8    \bar "|"   
+d''4    e''8    d''8    c''8    b'8    \bar "|"   d''4    e''8    d''8    c''8  
+  b'8      d''4    e''8    d''8    c''8    b'8    \bar "|"   d''4    e''8    
+d''8    c''8    b'8    \bar "|"   c''4    b'4    a'8.    g'16      d''4    e''8 
+   d''8    c''8    b'8    \bar "|"   c''4    b'4    a'8.    g'16    \bar "|"   
+c''4    b'4    a'8.    g'16      c''4    b'4    a'8.    g'16    \bar "|"   c''4 
+   b'4    a'8.    g'16    \bar "|"   e'2    a'16    b'16    d''8      c''4    
+b'4    a'8.    g'16    \bar "|"   e'2    a'16    b'16    d''8    \bar "|"   e'2 
+   a'16    b'16    d''8      e'2    a'16    b'16    d''8    \bar "|"   e'2    
+a'16    b'16    d''8    \bar "|"   e''4    g''8    e''8    d''8    b'8      e'2 
+   a'16    b'16    d''8    \bar "|"   e''4    g''8    e''8    d''8    b'8    
+\bar "|"   e''4    g''8    e''8    d''8    b'8      e''4    g''8    e''8    
+d''8    b'8    \bar "|"   e''4    g''8    e''8    d''8    b'8    \bar "|"   a'4 
+   b'16    c''16    d''8    d'4      e''4    g''8    e''8    d''8    b'8    
+\bar "|"   a'4    b'16    c''16    d''8    d'4    \bar "|"   a'4    b'16    
+c''16    d''8    d'4      a'4    b'16    c''16    d''8    d'4    \bar "|"   a'4 
+   b'16    c''16    d''8    d'4    
+}
+
+\score{
+    <<
+
+	\context Staff="default"
+	{
+	    \voicedefault 
+	}
+
+    >>
+	\layout {
+	}
+	\midi {}
+}

n-grams/gen_songs_abc/song_181854/gen_song_181854.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e9994311744566c4dbc51b226d332c6330dbffc615e2f7860d131a0e729dbe87
+size 20551212

n-grams/gen_songs_abc/song_181858/gen_song_181858.abc

@@ -0,0 +1,42 @@
+X:1
+T:Markov Song 181858
+R:song
+C:Visakh Ajith
+Z:id:hn-song-111
+M:3/4
+L:1/8
+Q:1/4=120
+K:G
+ B4 A//G//F3/  |  B4 A//G//F3/  |  G4 :
+ B4 A//G//F3/  |  G4 : |  G4 :
+ G4 : |  G4 : | DE/F/ 
+ G4 : | DE/F/  | DE/F/ 
+DE/F/  | DE/F/  |  GA B2 AB/c/ 
+DE/F/  |  GA B2 AB/c/  |  GA B2 AB/c/ 
+ GA B2 AB/c/  |  GA B2 AB/c/  |  B2 cB AG 
+ GA B2 AB/c/  |  B2 cB AG  |  B2 cB AG 
+ B2 cB AG  |  B2 cB AG  |  cB cd ef 
+ B2 cB AG  |  cB cd ef  |  cB cd ef 
+ cB cd ef  |  cB cd ef  |  g4 ef/g/ 
+ cB cd ef  |  g4 ef/g/  |  g4 ef/g/ 
+ g4 ef/g/  |  g4 ef/g/  | a2 ba ge 
+ g4 ef/g/  | a2 ba ge  | a2 ba ge 
+a2 ba ge  | a2 ba ge  |  d2 ed cB 
+a2 ba ge  |  d2 ed cB  |  d2 ed cB 
+ d2 ed cB  |  d2 ed cB  |  c2 B2 A>G 
+ d2 ed cB  |  c2 B2 A>G  |  c2 B2 A>G 
+ c2 B2 A>G  |  c2 B2 A>G  |  E4 A/B/d 
+ c2 B2 A>G  |  E4 A/B/d  |  E4 A/B/d 
+ E4 A/B/d  |  E4 A/B/d  | e2 ge dB 
+ E4 A/B/d  | e2 ge dB  | e2 ge dB 
+e2 ge dB  | e2 ge dB  |  A2 B/c/d D2 
+e2 ge dB  |  A2 B/c/d D2  |  A2 B/c/d D2 
+ A2 B/c/d D2  |  A2 B/c/d D2  |  E2 GA/B/ AG 
+ A2 B/c/d D2  |  E2 GA/B/ AG  |  E2 GA/B/ AG 
+ E2 GA/B/ AG  |  E2 GA/B/ AG  |  G4 :
+ E2 GA/B/ AG  |  G4 : |  G4 :
+ G4 : |  G4 : | G>F 
+ G4 : | G>F  | G>F 
+G>F  | G>F  |  D2 F2 F2 
+G>F  |  D2 F2 F2  |  D2 F2 F2 
+ D2 F2 F2  |  D2 F2 F2 

n-grams/gen_songs_abc/song_181858/gen_song_181858.ly

@@ -0,0 +1,76 @@
+\version "2.7.40"
+\header {
+	composer = "Visakh Ajith"
+	crossRefNumber = "1"
+	footnotes = ""
+	meter = "song"
+	tagline = "Lily was here 2.20.0 -- automatically converted from ABC"
+	title = "Markov Song 181858"
+	transcription = "id:hn-song-111"
+}
+voicedefault =  {
+\set Score.defaultBarType = ""
+
+\time 3/4 \tempo  4=120
+ \key g \major   b'2    a'32    g'32    fis'8.    \bar "|"   b'2    a'32    
+g'32    fis'8.    \bar "|"   g'2      b'2    a'32    g'32    fis'8.    \bar "|" 
+  g'2      g'2      g'2      d'8    e'16    fis'16    \bar "|"   d'8    e'16    
+fis'16    \bar "|"   g'8    a'8    b'4    a'8    b'16    c''16      d'8    e'16 
+   fis'16    \bar "|"   g'8    a'8    b'4    a'8    b'16    c''16    \bar "|"   
+g'8    a'8    b'4    a'8    b'16    c''16      g'8    a'8    b'4    a'8    b'16 
+   c''16    \bar "|"   g'8    a'8    b'4    a'8    b'16    c''16    \bar "|"   
+b'4    c''8    b'8    a'8    g'8      g'8    a'8    b'4    a'8    b'16    c''16 
+   \bar "|"   b'4    c''8    b'8    a'8    g'8    \bar "|"   b'4    c''8    b'8 
+   a'8    g'8      b'4    c''8    b'8    a'8    g'8    \bar "|"   b'4    c''8   
+ b'8    a'8    g'8    \bar "|"   c''8    b'8    c''8    d''8    e''8    fis''8  
+    b'4    c''8    b'8    a'8    g'8    \bar "|"   c''8    b'8    c''8    d''8  
+  e''8    fis''8    \bar "|"   c''8    b'8    c''8    d''8    e''8    fis''8    
+  c''8    b'8    c''8    d''8    e''8    fis''8    \bar "|"   c''8    b'8    
+c''8    d''8    e''8    fis''8    \bar "|"   g''2    e''8    fis''16    g''16   
+   c''8    b'8    c''8    d''8    e''8    fis''8    \bar "|"   g''2    e''8    
+fis''16    g''16    \bar "|"   g''2    e''8    fis''16    g''16      g''2    
+e''8    fis''16    g''16    \bar "|"   g''2    e''8    fis''16    g''16    
+\bar "|"   a''4    b''8    a''8    g''8    e''8      g''2    e''8    fis''16    
+g''16    \bar "|"   a''4    b''8    a''8    g''8    e''8    \bar "|"   a''4    
+b''8    a''8    g''8    e''8      a''4    b''8    a''8    g''8    e''8    
+\bar "|"   a''4    b''8    a''8    g''8    e''8    \bar "|"   d''4    e''8    
+d''8    c''8    b'8      a''4    b''8    a''8    g''8    e''8    \bar "|"   
+d''4    e''8    d''8    c''8    b'8    \bar "|"   d''4    e''8    d''8    c''8  
+  b'8      d''4    e''8    d''8    c''8    b'8    \bar "|"   d''4    e''8    
+d''8    c''8    b'8    \bar "|"   c''4    b'4    a'8.    g'16      d''4    e''8 
+   d''8    c''8    b'8    \bar "|"   c''4    b'4    a'8.    g'16    \bar "|"   
+c''4    b'4    a'8.    g'16      c''4    b'4    a'8.    g'16    \bar "|"   c''4 
+   b'4    a'8.    g'16    \bar "|"   e'2    a'16    b'16    d''8      c''4    
+b'4    a'8.    g'16    \bar "|"   e'2    a'16    b'16    d''8    \bar "|"   e'2 
+   a'16    b'16    d''8      e'2    a'16    b'16    d''8    \bar "|"   e'2    
+a'16    b'16    d''8    \bar "|"   e''4    g''8    e''8    d''8    b'8      e'2 
+   a'16    b'16    d''8    \bar "|"   e''4    g''8    e''8    d''8    b'8    
+\bar "|"   e''4    g''8    e''8    d''8    b'8      e''4    g''8    e''8    
+d''8    b'8    \bar "|"   e''4    g''8    e''8    d''8    b'8    \bar "|"   a'4 
+   b'16    c''16    d''8    d'4      e''4    g''8    e''8    d''8    b'8    
+\bar "|"   a'4    b'16    c''16    d''8    d'4    \bar "|"   a'4    b'16    
+c''16    d''8    d'4      a'4    b'16    c''16    d''8    d'4    \bar "|"   a'4 
+   b'16    c''16    d''8    d'4    \bar "|"   e'4    g'8    a'16    b'16    a'8 
+   g'8      a'4    b'16    c''16    d''8    d'4    \bar "|"   e'4    g'8    
+a'16    b'16    a'8    g'8    \bar "|"   e'4    g'8    a'16    b'16    a'8    
+g'8      e'4    g'8    a'16    b'16    a'8    g'8    \bar "|"   e'4    g'8    
+a'16    b'16    a'8    g'8    \bar "|"   g'2      e'4    g'8    a'16    b'16    
+a'8    g'8    \bar "|"   g'2      g'2      g'2      g'8.    fis'16    \bar "|"  
+ g'8.    fis'16    \bar "|"   d'4    fis'4    fis'4      g'8.    fis'16    
+\bar "|"   d'4    fis'4    fis'4    \bar "|"   d'4    fis'4    fis'4      d'4   
+ fis'4    fis'4    \bar "|"   d'4    fis'4    fis'4    
+}
+
+\score{
+    <<
+
+	\context Staff="default"
+	{
+	    \voicedefault 
+	}
+
+    >>
+	\layout {
+	}
+	\midi {}
+}

n-grams/gen_songs_abc/song_181858/gen_song_181858.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a8664e2de96fda2ae3ad95590c589916a26a7e10fc2269d7f92b51fe961e9539
+size 21521452

n-grams/gen_songs_abc/song_181945/gen_song_181945.abc

@@ -0,0 +1,34 @@
+X:1
+T:Markov Song 181945
+R:song
+C:Visakh Ajith
+Z:id:hn-song-111
+M:3/4
+L:1/8
+Q:1/4=120
+K:G
+ A2D2AB  |  A2D2AB  |  A2D2AB 
+ A2D2AB  |  A2D2AB  |  A2D2AB 
+ A2D2AB  |  A2D2AB  |  A2D2AB 
+ A2D2AB  |  A2D2AB  |  A2D2AB 
+ A2D2AB  |  A2D2AB  |  A2D2AB 
+ A2D2AB  |  A2D2AB  |  A2D2AB 
+ A2D2AB  |  A2D2AB  |  A2d2de 
+ A2D2AB  |  A2d2de  |  A2d2de 
+ A2d2de  |  A2d2de  |  dcBAGF 
+ A2d2de  |  dcBAGF  |  dcBAGF 
+ dcBAGF  |  dcBAGF  | G2GFGA 
+ dcBAGF  | G2GFGA  | G2GFGA 
+G2GFGA  | G2GFGA  |  G2GFGA 
+G2GFGA  |  G2GFGA  |  G2GFGA 
+ G2GFGA  |  G2GFGA  |  GFGABG 
+ G2GFGA  |  GFGABG  |  GFGABG 
+ GFGABG  |  GFGABG  |  AFD2DE 
+ GFGABG  |  AFD2DE  |  AFD2DE 
+ AFD2DE  |  AFD2DE  |  D4 :
+ AFD2DE  |  D4 : |  D4 :
+ D4 : |  D4 : | : A2 
+ D4 : | : A2  | : A2 
+: A2  | : A2  |  ABcde2 
+: A2  |  ABcde2  |  ABcde2 
+ ABcde2  |  ABcde2 

n-grams/gen_songs_abc/song_181945/gen_song_181945.ly

@@ -0,0 +1,62 @@
+\version "2.7.40"
+\header {
+	composer = "Visakh Ajith"
+	crossRefNumber = "1"
+	footnotes = ""
+	meter = "song"
+	tagline = "Lily was here 2.20.0 -- automatically converted from ABC"
+	title = "Markov Song 181945"
+	transcription = "id:hn-song-111"
+}
+voicedefault =  {
+\set Score.defaultBarType = ""
+
+\time 3/4 \tempo  4=120
+ \key g \major   a'4    d'4    a'8    b'8    \bar "|"   a'4    d'4    a'8    
+b'8    \bar "|"   a'4    d'4    a'8    b'8      a'4    d'4    a'8    b'8    
+\bar "|"   a'4    d'4    a'8    b'8    \bar "|"   a'4    d'4    a'8    b'8      
+a'4    d'4    a'8    b'8    \bar "|"   a'4    d'4    a'8    b'8    \bar "|"   
+a'4    d'4    a'8    b'8      a'4    d'4    a'8    b'8    \bar "|"   a'4    d'4 
+   a'8    b'8    \bar "|"   a'4    d'4    a'8    b'8      a'4    d'4    a'8    
+b'8    \bar "|"   a'4    d'4    a'8    b'8    \bar "|"   a'4    d'4    a'8    
+b'8      a'4    d'4    a'8    b'8    \bar "|"   a'4    d'4    a'8    b'8    
+\bar "|"   a'4    d'4    a'8    b'8      a'4    d'4    a'8    b'8    \bar "|"   
+a'4    d'4    a'8    b'8    \bar "|"   a'4    d''4    d''8    e''8      a'4    
+d'4    a'8    b'8    \bar "|"   a'4    d''4    d''8    e''8    \bar "|"   a'4   
+ d''4    d''8    e''8      a'4    d''4    d''8    e''8    \bar "|"   a'4    
+d''4    d''8    e''8    \bar "|"   d''8    c''8    b'8    a'8    g'8    fis'8   
+   a'4    d''4    d''8    e''8    \bar "|"   d''8    c''8    b'8    a'8    g'8  
+  fis'8    \bar "|"   d''8    c''8    b'8    a'8    g'8    fis'8      d''8    
+c''8    b'8    a'8    g'8    fis'8    \bar "|"   d''8    c''8    b'8    a'8    
+g'8    fis'8    \bar "|"   g'4    g'8    fis'8    g'8    a'8      d''8    c''8  
+  b'8    a'8    g'8    fis'8    \bar "|"   g'4    g'8    fis'8    g'8    a'8    
+\bar "|"   g'4    g'8    fis'8    g'8    a'8      g'4    g'8    fis'8    g'8    
+a'8    \bar "|"   g'4    g'8    fis'8    g'8    a'8    \bar "|"   g'4    g'8    
+fis'8    g'8    a'8      g'4    g'8    fis'8    g'8    a'8    \bar "|"   g'4    
+g'8    fis'8    g'8    a'8    \bar "|"   g'4    g'8    fis'8    g'8    a'8      
+g'4    g'8    fis'8    g'8    a'8    \bar "|"   g'4    g'8    fis'8    g'8    
+a'8    \bar "|"   g'8    fis'8    g'8    a'8    b'8    g'8      g'4    g'8    
+fis'8    g'8    a'8    \bar "|"   g'8    fis'8    g'8    a'8    b'8    g'8    
+\bar "|"   g'8    fis'8    g'8    a'8    b'8    g'8      g'8    fis'8    g'8    
+a'8    b'8    g'8    \bar "|"   g'8    fis'8    g'8    a'8    b'8    g'8    
+\bar "|"   a'8    fis'8    d'4    d'8    e'8      g'8    fis'8    g'8    a'8    
+b'8    g'8    \bar "|"   a'8    fis'8    d'4    d'8    e'8    \bar "|"   a'8    
+fis'8    d'4    d'8    e'8      a'8    fis'8    d'4    d'8    e'8    \bar "|"   
+a'8    fis'8    d'4    d'8    e'8    \bar "|"   d'2      a'8    fis'8    d'4    
+d'8    e'8    \bar "|"   d'2      d'2      d'2          a'8    b'8    c''8    
+d''8    e''4    \bar "|"   a'8    b'8    c''8    d''8    e''4    
+}
+
+\score{
+    <<
+
+	\context Staff="default"
+	{
+	    \voicedefault 
+	}
+
+    >>
+	\layout {
+	}
+	\midi {}
+}

n-grams/gen_songs_abc/song_181945/gen_song_181945.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:161fce44d3894767b9985b0adb936cecf7b23747972b819edcac13cad7ca9058
+size 16317740

n-grams/gen_songs_abc/song_182017/gen_song_182017.abc

@@ -0,0 +1,30 @@
+X:1
+T:Markov Song 182017
+R:song
+C:Visakh Ajith
+Z:id:hn-song-111
+M:3/4
+L:1/8
+Q:1/4=120
+K:G
+ A3BAG  |  A3BAG  |  A3 :
+ A3BAG  |  A3 : |  A3 :
+ A3 : |  A3 : | : Bcd 
+ A3 : | : Bcd  | : Bcd 
+: Bcd  | : Bcd  |  e2a2a2 
+: Bcd  |  e2a2a2  |  e2a2a2 
+ e2a2a2  |  e2a2a2  |  a3eab 
+ e2a2a2  |  a3eab  |  a3eab 
+ a3eab  |  a3eab  |  c'babc'a 
+ a3eab  |  c'babc'a  |  c'babc'a 
+ c'babc'a  |  c'babc'a  |  b2g2e2 
+ c'babc'a  |  b2g2e2  |  b2g2e2 
+ b2g2e2  |  b2g2e2  |  d2g2g2 
+ b2g2e2  |  d2g2g2  |  d2g2g2 
+ d2g2g2  |  d2g2g2  |  g4a2 
+ d2g2g2  |  g4a2  |  g4a2 
+ g4a2  |  g4a2  | bagabg 
+ g4a2  | bagabg  | bagabg 
+bagabg  | bagabg  |  a2g2ed 
+bagabg  |  a2g2ed  |  a2g2ed 
+ a2g2ed  |  a2g2ed 

n-grams/gen_songs_abc/song_182017/gen_song_182017.ly

@@ -0,0 +1,54 @@
+\version "2.7.40"
+\header {
+	composer = "Visakh Ajith"
+	crossRefNumber = "1"
+	footnotes = ""
+	meter = "song"
+	tagline = "Lily was here 2.20.0 -- automatically converted from ABC"
+	title = "Markov Song 182017"
+	transcription = "id:hn-song-111"
+}
+voicedefault =  {
+\set Score.defaultBarType = ""
+
+\time 3/4 \tempo  4=120
+ \key g \major   a'4.    b'8    a'8    g'8    \bar "|"   a'4.    b'8    a'8    
+g'8    \bar "|"   a'4.      a'4.    b'8    a'8    g'8    \bar "|"   a'4.      
+a'4.      a'4.          e''4    a''4    a''4    \bar "|"   e''4    a''4    a''4 
+   \bar "|"   a''4.    e''8    a''8    b''8      e''4    a''4    a''4    
+\bar "|"   a''4.    e''8    a''8    b''8    \bar "|"   a''4.    e''8    a''8    
+b''8      a''4.    e''8    a''8    b''8    \bar "|"   a''4.    e''8    a''8    
+b''8    \bar "|"   c'''8    b''8    a''8    b''8    c'''8    a''8      a''4.    
+e''8    a''8    b''8    \bar "|"   c'''8    b''8    a''8    b''8    c'''8    
+a''8    \bar "|"   c'''8    b''8    a''8    b''8    c'''8    a''8      c'''8    
+b''8    a''8    b''8    c'''8    a''8    \bar "|"   c'''8    b''8    a''8    
+b''8    c'''8    a''8    \bar "|"   b''4    g''4    e''4      c'''8    b''8    
+a''8    b''8    c'''8    a''8    \bar "|"   b''4    g''4    e''4    \bar "|"   
+b''4    g''4    e''4      b''4    g''4    e''4    \bar "|"   b''4    g''4    
+e''4    \bar "|"   d''4    g''4    g''4      b''4    g''4    e''4    \bar "|"   
+d''4    g''4    g''4    \bar "|"   d''4    g''4    g''4      d''4    g''4    
+g''4    \bar "|"   d''4    g''4    g''4    \bar "|"   g''2    a''4      d''4    
+g''4    g''4    \bar "|"   g''2    a''4    \bar "|"   g''2    a''4      g''2    
+a''4    \bar "|"   g''2    a''4    \bar "|"   b''8    a''8    g''8    a''8    
+b''8    g''8      g''2    a''4    \bar "|"   b''8    a''8    g''8    a''8    
+b''8    g''8    \bar "|"   b''8    a''8    g''8    a''8    b''8    g''8      
+b''8    a''8    g''8    a''8    b''8    g''8    \bar "|"   b''8    a''8    g''8 
+   a''8    b''8    g''8    \bar "|"   a''4    g''4    e''8    d''8      b''8    
+a''8    g''8    a''8    b''8    g''8    \bar "|"   a''4    g''4    e''8    d''8 
+   \bar "|"   a''4    g''4    e''8    d''8      a''4    g''4    e''8    d''8    
+\bar "|"   a''4    g''4    e''8    d''8    
+}
+
+\score{
+    <<
+
+	\context Staff="default"
+	{
+	    \voicedefault 
+	}
+
+    >>
+	\layout {
+	}
+	\midi {}
+}

n-grams/gen_songs_abc/song_182017/gen_song_182017.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0b0ba86396ce0b52a66ed51a1e025fc14609c1bc3107dd37a7142bfb8d5d9d31
+size 12966188

n-grams/gen_songs_abc/song_182229/gen_song_182229.abc

@@ -0,0 +1,42 @@
+X:1
+T:Markov Song 182229
+R:song
+C:Visakh Ajith
+Z:id:hn-song-111
+M:3/4
+L:1/8
+Q:1/4=120
+K:G
+ e2fedB  |  e2fedB  |  d2edBA 
+ e2fedB  |  d2edBA  |  d2edBA 
+ d2edBA  |  d2edBA  |  B6 
+ d2edBA  |  B6  |  B6 
+ B6  |  B6  |  e4f2 
+ B6  |  e4f2  |  e4f2 
+ e4f2  |  e4f2  | e2fedB 
+ e4f2  | e2fedB  | e2fedB 
+e2fedB  | e2fedB  |  d2edBA 
+e2fedB  |  d2edBA  |  d2edBA 
+ d2edBA  |  d2edBA  |  B6 
+ d2edBA  |  B6  |  B6 
+ B6  |  B6  |  e4f2 
+ B6  |  e4f2  |  e4f2 
+ e4f2  |  e4f2  | e2fedB 
+ e4f2  | e2fedB  | e2fedB 
+e2fedB  | e2fedB  |  d2edBA 
+e2fedB  |  d2edBA  |  d2edBA 
+ d2edBA  |  d2edBA  |  B2e2e2 
+ d2edBA  |  B2e2e2  |  B2e2e2 
+ B2e2e2  |  B2e2e2  |  e4 
+ B2e2e2  |  e4  |  e4 
+ e4  |  e4  | ef 
+ e4  | ef  | ef 
+ef  | ef  |  g2 fe df 
+ef  |  g2 fe df  |  g2 fe df 
+ g2 fe df  |  g2 fe df  |  ed B2 ef 
+ g2 fe df  |  ed B2 ef  |  ed B2 ef 
+ ed B2 ef  |  ed B2 ef  |  g2 fe df 
+ ed B2 ef  |  g2 fe df  |  g2 fe df 
+ g2 fe df  |  g2 fe df  |  ed B2 ef 
+ g2 fe df  |  ed B2 ef  |  ed B2 ef 
+ ed B2 ef  |  ed B2 ef 

n-grams/gen_songs_abc/song_182229/gen_song_182229.ly

@@ -0,0 +1,76 @@
+\version "2.7.40"
+\header {
+	composer = "Visakh Ajith"
+	crossRefNumber = "1"
+	footnotes = ""
+	meter = "song"
+	tagline = "Lily was here 2.20.0 -- automatically converted from ABC"
+	title = "Markov Song 182229"
+	transcription = "id:hn-song-111"
+}
+voicedefault =  {
+\set Score.defaultBarType = ""
+
+\time 3/4 \tempo  4=120
+ \key g \major   e''4    fis''8    e''8    d''8    b'8    \bar "|"   e''4    
+fis''8    e''8    d''8    b'8    \bar "|"   d''4    e''8    d''8    b'8    a'8  
+    e''4    fis''8    e''8    d''8    b'8    \bar "|"   d''4    e''8    d''8    
+b'8    a'8    \bar "|"   d''4    e''8    d''8    b'8    a'8      d''4    e''8   
+ d''8    b'8    a'8    \bar "|"   d''4    e''8    d''8    b'8    a'8    
+\bar "|"   b'2.      d''4    e''8    d''8    b'8    a'8    \bar "|"   b'2.    
+\bar "|"   b'2.      b'2.    \bar "|"   b'2.    \bar "|"   e''2    fis''4      
+b'2.    \bar "|"   e''2    fis''4    \bar "|"   e''2    fis''4      e''2    
+fis''4    \bar "|"   e''2    fis''4    \bar "|"   e''4    fis''8    e''8    
+d''8    b'8      e''2    fis''4    \bar "|"   e''4    fis''8    e''8    d''8    
+b'8    \bar "|"   e''4    fis''8    e''8    d''8    b'8      e''4    fis''8    
+e''8    d''8    b'8    \bar "|"   e''4    fis''8    e''8    d''8    b'8    
+\bar "|"   d''4    e''8    d''8    b'8    a'8      e''4    fis''8    e''8    
+d''8    b'8    \bar "|"   d''4    e''8    d''8    b'8    a'8    \bar "|"   d''4 
+   e''8    d''8    b'8    a'8      d''4    e''8    d''8    b'8    a'8    
+\bar "|"   d''4    e''8    d''8    b'8    a'8    \bar "|"   b'2.      d''4    
+e''8    d''8    b'8    a'8    \bar "|"   b'2.    \bar "|"   b'2.      b'2.    
+\bar "|"   b'2.    \bar "|"   e''2    fis''4      b'2.    \bar "|"   e''2    
+fis''4    \bar "|"   e''2    fis''4      e''2    fis''4    \bar "|"   e''2    
+fis''4    \bar "|"   e''4    fis''8    e''8    d''8    b'8      e''2    fis''4  
+  \bar "|"   e''4    fis''8    e''8    d''8    b'8    \bar "|"   e''4    fis''8 
+   e''8    d''8    b'8      e''4    fis''8    e''8    d''8    b'8    \bar "|"   
+e''4    fis''8    e''8    d''8    b'8    \bar "|"   d''4    e''8    d''8    b'8 
+   a'8      e''4    fis''8    e''8    d''8    b'8    \bar "|"   d''4    e''8    
+d''8    b'8    a'8    \bar "|"   d''4    e''8    d''8    b'8    a'8      d''4   
+ e''8    d''8    b'8    a'8    \bar "|"   d''4    e''8    d''8    b'8    a'8    
+\bar "|"   b'4    e''4    e''4      d''4    e''8    d''8    b'8    a'8    
+\bar "|"   b'4    e''4    e''4    \bar "|"   b'4    e''4    e''4      b'4    
+e''4    e''4    \bar "|"   b'4    e''4    e''4    \bar "|"   e''2      b'4    
+e''4    e''4    \bar "|"   e''2    \bar "|"   e''2      e''2    \bar "|"   e''2 
+   \bar "|"   e''8    fis''8      e''2    \bar "|"   e''8    fis''8    \bar "|" 
+  e''8    fis''8      e''8    fis''8    \bar "|"   e''8    fis''8    \bar "|"   
+g''4    fis''8    e''8    d''8    fis''8      e''8    fis''8    \bar "|"   g''4 
+   fis''8    e''8    d''8    fis''8    \bar "|"   g''4    fis''8    e''8    
+d''8    fis''8      g''4    fis''8    e''8    d''8    fis''8    \bar "|"   g''4 
+   fis''8    e''8    d''8    fis''8    \bar "|"   e''8    d''8    b'4    e''8   
+ fis''8      g''4    fis''8    e''8    d''8    fis''8    \bar "|"   e''8    
+d''8    b'4    e''8    fis''8    \bar "|"   e''8    d''8    b'4    e''8    
+fis''8      e''8    d''8    b'4    e''8    fis''8    \bar "|"   e''8    d''8    
+b'4    e''8    fis''8    \bar "|"   g''4    fis''8    e''8    d''8    fis''8    
+  e''8    d''8    b'4    e''8    fis''8    \bar "|"   g''4    fis''8    e''8    
+d''8    fis''8    \bar "|"   g''4    fis''8    e''8    d''8    fis''8      g''4 
+   fis''8    e''8    d''8    fis''8    \bar "|"   g''4    fis''8    e''8    
+d''8    fis''8    \bar "|"   e''8    d''8    b'4    e''8    fis''8      g''4    
+fis''8    e''8    d''8    fis''8    \bar "|"   e''8    d''8    b'4    e''8    
+fis''8    \bar "|"   e''8    d''8    b'4    e''8    fis''8      e''8    d''8    
+b'4    e''8    fis''8    \bar "|"   e''8    d''8    b'4    e''8    fis''8    
+}
+
+\score{
+    <<
+
+	\context Staff="default"
+	{
+	    \voicedefault 
+	}
+
+    >>
+	\layout {
+	}
+	\midi {}
+}

n-grams/gen_songs_abc/song_182229/gen_song_182229.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5e268e21bd147cb33d4064a8c9984e1a0b4438004960f6cc2ed0b924bea21a02
+size 24343852

n-grams/music.py

@@ -38,7 +38,7 @@ def abs_paths(dir):
     for dir_path,_,filenames in os.walk(dir):
         for f in filenames:
             yield os.path.abspath(os.path.join(dir_path, f))
-def main(difficulty,time_Signature, Key_Signature):
+def music_gen(difficulty,time_Signature, Key_Signature):
 	corpus = []
 	song = []
 	selected_timeSign = time_Signature
@@ -175,14 +175,16 @@ def main(difficulty,time_Signature, Key_Signature):
 	# output = str(temp.communicate())
 	#Introduces this wait time as we were returning file path even before lilypond converted the abc file
 	# final_path = os.path.abspath(song_path+".png")
-	return song_path+'.png',song_path+".wav"
+	return [song_path+'.png'],song_path+".wav"
 
 
 #UI SECTION : Build using Gradio.
 #Documentation : 
-interface = gr.Interface(fn = main,
-inputs=[gr.Radio(difficulty),
-		gr.Radio(timesignature),
-		gr.Dropdown(keysignature)],
-outputs = ["image","audio"])
-interface.launch()
+# interface = gr.Interface(fn = music_gen,
+# inputs=[gr.Radio(difficulty,label="Difficulty"),
+# 		gr.Radio(timesignature,label="Time Signature"),
+# 		gr.Dropdown(keysignature,label="Key Signature")],
+# outputs = ["image","audio"],
+# title="Sheet Music Generation for Sight-Reading",
+# description="TO be added")
+# interface.launch(inline=False)