Add lattice-to-nbest

docs/source/python_api/code/Makefile

@@ -16,6 +16,10 @@ all:
  $(MAKE) -C minimize_encoded
  $(MAKE) -C reverse
  $(MAKE) -C rmepsilon
+ $(MAKE) -C shortest_path
+ $(MAKE) -C scale_lattice
+ $(MAKE) -C convert_nbest_to_vector
+ $(MAKE) -C lattice_to_nbest
 
 clean:
  $(MAKE) -C add_self_loops clean
@@ -35,3 +39,6 @@ clean:
  $(MAKE) -C reverse clean
  $(MAKE) -C rmepsilon clean
  $(MAKE) -C shortest_path clean
+ $(MAKE) -C scale_lattice clean
+ $(MAKE) -C convert_nbest_to_vector clean
+ $(MAKE) -C lattice_to_nbest clean

docs/source/python_api/code/convert_nbest_to_vector/Makefile

@@ -0,0 +1,7 @@
+
+all:
+ python3 ./ex1.py
+ python3 ./ex2.py
+
+clean:
+ $(RM) *.svg *.gv

docs/source/python_api/code/convert_nbest_to_vector/ex1.py

@@ -0,0 +1,51 @@
+#!/usr/bin/env python3
+
+import graphviz
+
+import kaldifst
+
+s1 = """
+0 1 a 0.1
+0 2 b 0.1
+1 3 c 0.4
+1 3 d 0.2
+2 3 c 0.3
+2 3 d 0.2
+3 0
+"""
+
+sym1 = kaldifst.SymbolTable(name="sym1")
+sym1.add_symbol("eps", 0)
+sym1.add_symbol("a", 1)
+sym1.add_symbol("b", 2)
+sym1.add_symbol("c", 3)
+sym1.add_symbol("d", 4)
+
+a = kaldifst.compile(s=s1, acceptor=True, isymbols=sym1)
+a.input_symbols = sym1
+
+a_dot = kaldifst.draw(a, acceptor=True, portrait=True)
+a_source = graphviz.Source(a_dot)
+a_source.render(outfile="vector-fst.svg")
+
+nbest_3 = kaldifst.shortest_path(a, n=3)
+nbest_3_dot = kaldifst.draw(nbest_3, acceptor=True, portrait=True)
+nbest_3_source = graphviz.Source(nbest_3_dot)
+nbest_3_source.render(outfile="vector-fst-3best.svg")
+
+nbest_list = kaldifst.convert_nbest_to_vector(nbest_3)
+for b in nbest_list:
+ b.input_symbols = a.input_symbols
+ b.output_symbols = a.output_symbols
+
+nbest_list_0_dot = kaldifst.draw(nbest_list[0], acceptor=True, portrait=True)
+nbest_list_0_source = graphviz.Source(nbest_list_0_dot)
+nbest_list_0_source.render(outfile="vector-fst-3best-0.svg")
+
+nbest_list_1_dot = kaldifst.draw(nbest_list[1], acceptor=True, portrait=True)
+nbest_list_1_source = graphviz.Source(nbest_list_1_dot)
+nbest_list_1_source.render(outfile="vector-fst-3best-1.svg")
+
+nbest_list_2_dot = kaldifst.draw(nbest_list[2], acceptor=True, portrait=True)
+nbest_list_2_source = graphviz.Source(nbest_list_2_dot)
+nbest_list_2_source.render(outfile="vector-fst-3best-2.svg")

docs/source/python_api/code/convert_nbest_to_vector/ex2.py

@@ -0,0 +1,118 @@
+#!/usr/bin/env python3
+
+import graphviz
+
+import kaldifst
+
+fst = kaldifst.Lattice()
+s0 = fst.add_state()
+s1 = fst.add_state()
+s2 = fst.add_state()
+s3 = fst.add_state()
+
+fst.start = s0
+fst.add_arc(
+ state=s0,
+ arc=kaldifst.LatticeArc(
+ ilabel=1,
+ olabel=1,
+ weight=kaldifst.LatticeWeight(graph_cost=0.02, acoustic_cost=0.08),
+ nextstate=s1,
+ ),
+)
+
+fst.add_arc(
+ state=s0,
+ arc=kaldifst.LatticeArc(
+ ilabel=2,
+ olabel=2,
+ weight=kaldifst.LatticeWeight(graph_cost=0.03, acoustic_cost=0.07),
+ nextstate=s2,
+ ),
+)
+
+fst.add_arc(
+ state=s1,
+ arc=kaldifst.LatticeArc(
+ ilabel=3,
+ olabel=3,
+ weight=kaldifst.LatticeWeight(graph_cost=0.1, acoustic_cost=0.3),
+ nextstate=s3,
+ ),
+)
+
+fst.add_arc(
+ state=s1,
+ arc=kaldifst.LatticeArc(
+ ilabel=4,
+ olabel=4,
+ weight=kaldifst.LatticeWeight(graph_cost=0.15, acoustic_cost=0.05),
+ nextstate=s3,
+ ),
+)
+
+fst.add_arc(
+ state=s2,
+ arc=kaldifst.LatticeArc(
+ ilabel=3,
+ olabel=3,
+ weight=kaldifst.LatticeWeight(graph_cost=0.15, acoustic_cost=0.15),
+ nextstate=s3,
+ ),
+)
+
+fst.add_arc(
+ state=s2,
+ arc=kaldifst.LatticeArc(
+ ilabel=4,
+ olabel=4,
+ weight=kaldifst.LatticeWeight(graph_cost=0.05, acoustic_cost=0.15),
+ nextstate=s3,
+ ),
+)
+
+fst.set_final(state=s3, weight=kaldifst.LatticeWeight.one)
+
+
+sym1 = kaldifst.SymbolTable(name="sym1")
+sym1.add_symbol("eps", 0)
+sym1.add_symbol("a", 1)
+sym1.add_symbol("b", 2)
+sym1.add_symbol("c", 3)
+sym1.add_symbol("d", 4)
+
+sym2 = kaldifst.SymbolTable(name="sym2")
+sym2.add_symbol("eps", 0)
+sym2.add_symbol("A", 1)
+sym2.add_symbol("B", 2)
+sym2.add_symbol("C", 3)
+sym2.add_symbol("D", 4)
+
+fst.input_symbols = sym1
+fst.output_symbols = sym2
+
+fst_dot = kaldifst.draw(fst, acceptor=False, portrait=True)
+fst_source = graphviz.Source(fst_dot)
+fst_source.render(outfile="lattice.svg")
+
+nbest_3 = kaldifst.shortest_path(fst, n=3)
+nbest_3_dot = kaldifst.draw(nbest_3, acceptor=False, portrait=True)
+nbest_3_source = graphviz.Source(nbest_3_dot)
+nbest_3_source.render(outfile="lattice-3best.svg")
+
+nbest_list = kaldifst.convert_nbest_to_vector(nbest_3)
+for b in nbest_list:
+ b.input_symbols = fst.input_symbols
+ b.output_symbols = fst.output_symbols
+
+nbest_list_0_dot = kaldifst.draw(nbest_list[0], acceptor=True, portrait=True)
+nbest_list_0_source = graphviz.Source(nbest_list_0_dot)
+nbest_list_0_source.render(outfile="lattice-3best-0.svg")
+
+nbest_list_1_dot = kaldifst.draw(nbest_list[1], acceptor=True, portrait=True)
+nbest_list_1_source = graphviz.Source(nbest_list_1_dot)
+nbest_list_1_source.render(outfile="lattice-3best-1.svg")
+
+nbest_list_2_dot = kaldifst.draw(nbest_list[2], acceptor=True, portrait=True)
+nbest_list_2_source = graphviz.Source(nbest_list_2_dot)
+nbest_list_2_source.render(outfile="lattice-3best-2.svg")

docs/source/python_api/code/lattice_to_nbest/Makefile

@@ -0,0 +1,7 @@
+
+all:
+ python3 ./ex1.py
+ python3 ./ex2.py
+
+clean:
+ $(RM) *.svg *.gv

docs/source/python_api/code/lattice_to_nbest/ex1.py

@@ -0,0 +1,46 @@
+#!/usr/bin/env python3
+
+import graphviz
+
+import kaldifst
+
+s1 = """
+0 1 a 0.1
+0 2 b 0.1
+1 3 c 0.4
+1 3 d 0.2
+2 3 c 0.3
+2 3 d 0.2
+3 0
+"""
+
+sym1 = kaldifst.SymbolTable(name="sym1")
+sym1.add_symbol("eps", 0)
+sym1.add_symbol("a", 1)
+sym1.add_symbol("b", 2)
+sym1.add_symbol("c", 3)
+sym1.add_symbol("d", 4)
+
+a = kaldifst.compile(s=s1, acceptor=True, isymbols=sym1)
+a.input_symbols = sym1
+
+a_dot = kaldifst.draw(a, acceptor=True, portrait=True)
+a_source = graphviz.Source(a_dot)
+a_source.render(outfile="vector-fst.svg")
+
+nbest_list = kaldifst.lattice_to_nbest(a, n=3)
+for b in nbest_list:
+ b.input_symbols = a.input_symbols
+ b.output_symbols = a.output_symbols
+
+nbest_list_0_dot = kaldifst.draw(nbest_list[0], acceptor=True, portrait=True)
+nbest_list_0_source = graphviz.Source(nbest_list_0_dot)
+nbest_list_0_source.render(outfile="vector-fst-3best-0.svg")
+
+nbest_list_1_dot = kaldifst.draw(nbest_list[1], acceptor=True, portrait=True)
+nbest_list_1_source = graphviz.Source(nbest_list_1_dot)
+nbest_list_1_source.render(outfile="vector-fst-3best-1.svg")
+
+nbest_list_2_dot = kaldifst.draw(nbest_list[2], acceptor=True, portrait=True)
+nbest_list_2_source = graphviz.Source(nbest_list_2_dot)
+nbest_list_2_source.render(outfile="vector-fst-3best-2.svg")

docs/source/python_api/code/lattice_to_nbest/ex2.py

@@ -0,0 +1,113 @@
+#!/usr/bin/env python3
+
+import graphviz
+
+import kaldifst
+
+fst = kaldifst.Lattice()
+s0 = fst.add_state()
+s1 = fst.add_state()
+s2 = fst.add_state()
+s3 = fst.add_state()
+
+fst.start = s0
+fst.add_arc(
+ state=s0,
+ arc=kaldifst.LatticeArc(
+ ilabel=1,
+ olabel=1,
+ weight=kaldifst.LatticeWeight(graph_cost=0.02, acoustic_cost=0.08),
+ nextstate=s1,
+ ),
+)
+
+fst.add_arc(
+ state=s0,
+ arc=kaldifst.LatticeArc(
+ ilabel=2,
+ olabel=2,
+ weight=kaldifst.LatticeWeight(graph_cost=0.03, acoustic_cost=0.07),
+ nextstate=s2,
+ ),
+)
+
+fst.add_arc(
+ state=s1,
+ arc=kaldifst.LatticeArc(
+ ilabel=3,
+ olabel=3,
+ weight=kaldifst.LatticeWeight(graph_cost=0.1, acoustic_cost=0.3),
+ nextstate=s3,
+ ),
+)
+
+fst.add_arc(
+ state=s1,
+ arc=kaldifst.LatticeArc(
+ ilabel=4,
+ olabel=4,
+ weight=kaldifst.LatticeWeight(graph_cost=0.15, acoustic_cost=0.05),
+ nextstate=s3,
+ ),
+)
+
+fst.add_arc(
+ state=s2,
+ arc=kaldifst.LatticeArc(
+ ilabel=3,
+ olabel=3,
+ weight=kaldifst.LatticeWeight(graph_cost=0.15, acoustic_cost=0.15),
+ nextstate=s3,
+ ),
+)
+
+fst.add_arc(
+ state=s2,
+ arc=kaldifst.LatticeArc(
+ ilabel=4,
+ olabel=4,
+ weight=kaldifst.LatticeWeight(graph_cost=0.05, acoustic_cost=0.15),
+ nextstate=s3,
+ ),
+)
+
+fst.set_final(state=s3, weight=kaldifst.LatticeWeight.one)
+
+
+sym1 = kaldifst.SymbolTable(name="sym1")
+sym1.add_symbol("eps", 0)
+sym1.add_symbol("a", 1)
+sym1.add_symbol("b", 2)
+sym1.add_symbol("c", 3)
+sym1.add_symbol("d", 4)
+
+sym2 = kaldifst.SymbolTable(name="sym2")
+sym2.add_symbol("eps", 0)
+sym2.add_symbol("A", 1)
+sym2.add_symbol("B", 2)
+sym2.add_symbol("C", 3)
+sym2.add_symbol("D", 4)
+
+fst.input_symbols = sym1
+fst.output_symbols = sym2
+
+fst_dot = kaldifst.draw(fst, acceptor=False, portrait=True)
+fst_source = graphviz.Source(fst_dot)
+fst_source.render(outfile="lattice.svg")
+
+nbest_list = kaldifst.lattice_to_nbest(fst, n=3)
+for b in nbest_list:
+ b.input_symbols = fst.input_symbols
+ b.output_symbols = fst.output_symbols
+
+nbest_list_0_dot = kaldifst.draw(nbest_list[0], acceptor=True, portrait=True)
+nbest_list_0_source = graphviz.Source(nbest_list_0_dot)
+nbest_list_0_source.render(outfile="lattice-3best-0.svg")
+
+nbest_list_1_dot = kaldifst.draw(nbest_list[1], acceptor=True, portrait=True)
+nbest_list_1_source = graphviz.Source(nbest_list_1_dot)
+nbest_list_1_source.render(outfile="lattice-3best-1.svg")
+
+nbest_list_2_dot = kaldifst.draw(nbest_list[2], acceptor=True, portrait=True)
+nbest_list_2_source = graphviz.Source(nbest_list_2_dot)
+nbest_list_2_source.render(outfile="lattice-3best-2.svg")

docs/source/python_api/code/scale_lattice/Makefile

@@ -0,0 +1,7 @@
+
+all:
+ python3 ./ex1.py
+ python3 ./ex2.py
+
+clean:
+ $(RM) *.svg *.gv