diff --git a/CHANGELOG.md b/CHANGELOG.md
index 763cfab..fac8547 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -11,6 +11,9 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/).
 - Compute correct font height by removing scaling with font bounding box height ([#348](https://github.com/pdfminer/pdfminer.six/pull/348))
 - KeyError when extracting embedded files and a Unicode file specification is missing ([#338](https://github.com/pdfminer/pdfminer.six/pull/338))
 
+### Removed
+- The command-line utility latin2ascii.py ([#360](https://github.com/pdfminer/pdfminer.six/pull/360))
+
 ## [20200104] - 2019-01-04
 
 ## Removed
diff --git a/setup.py b/setup.py
index 5196121..66bdcc9 100644
--- a/setup.py
+++ b/setup.py
@@ -31,7 +31,6 @@ setup(
     scripts=[
         'tools/pdf2txt.py',
         'tools/dumppdf.py',
-        'tools/latin2ascii.py',
     ],
     keywords=[
         'pdf parser',
diff --git a/tools/latin2ascii.py b/tools/latin2ascii.py
deleted file mode 100755
index 32b2a26..0000000
--- a/tools/latin2ascii.py
+++ /dev/null
@@ -1,138 +0,0 @@
-#!/usr/bin/env python
-
-#
-#  latin2ascii.py - converts latin1 characters into ascii.
-#
-
-import sys
-
-""" Mappings from Latin-1 characters to ASCII.
-
-This is an in-house mapping table for some Latin-1 characters
-(acutes, umlauts, etc.) to ASCII strings.
-"""
-
-LATIN2ASCII = {
-  # 0x00a0: '',
-  # 0x00a7: '',
-
-  # iso-8859-1
-  0x00c0: 'A`',
-  0x00c1: "A'",
-  0x00c2: 'A^',
-  0x00c3: 'A~',
-  0x00c4: 'A:',
-  0x00c5: 'A%',
-  0x00c6: 'AE',
-  0x00c7: 'C,',
-  0x00c8: 'E`',
-  0x00c9: "E'",
-  0x00ca: 'E^',
-  0x00cb: 'E:',
-  0x00cc: 'I`',
-  0x00cd: "I'",
-  0x00ce: 'I^',
-  0x00cf: 'I:',
-  0x00d0: "D'",
-  0x00d1: 'N~',
-  0x00d2: 'O`',
-  0x00d3: "O'",
-  0x00d4: 'O^',
-  0x00d5: 'O~',
-  0x00d6: 'O:',
-  0x00d8: 'O/',
-  0x00d9: 'U`',
-  0x00da: "U'",
-  0x00db: 'U~',
-  0x00dc: 'U:',
-  0x00dd: "Y'",
-  0x00df: 'ss',
-
-  0x00e0: 'a`',
-  0x00e1: "a'",
-  0x00e2: 'a^',
-  0x00e3: 'a~',
-  0x00e4: 'a:',
-  0x00e5: 'a%',
-  0x00e6: 'ae',
-  0x00e7: 'c,',
-  0x00e8: 'e`',
-  0x00e9: "e'",
-  0x00ea: 'e^',
-  0x00eb: 'e:',
-  0x00ec: 'i`',
-  0x00ed: "i'",
-  0x00ee: 'i^',
-  0x00ef: 'i:',
-  0x00f0: "d'",
-  0x00f1: 'n~',
-  0x00f2: 'o`',
-  0x00f3: "o'",
-  0x00f4: 'o^',
-  0x00f5: 'o~',
-  0x00f6: 'o:',
-  0x00f8: 'o/',
-  0x00f9: 'o`',
-  0x00fa: "u'",
-  0x00fb: 'u~',
-  0x00fc: 'u:',
-  0x00fd: "y'",
-  0x00ff: 'y:',
-
-  # Ligatures
-  0x0152: 'OE',
-  0x0153: 'oe',
-  0x0132: 'IJ',
-  0x0133: 'ij',
-  0x1d6b: 'ue',
-  0xfb00: 'ff',
-  0xfb01: 'fi',
-  0xfb02: 'fl',
-  0xfb03: 'ffi',
-  0xfb04: 'ffl',
-  0xfb05: 'ft',
-  0xfb06: 'st',
-
-  # Symbols
-  # 0x2013: '',
-  0x2014: '--',
-  0x2015: '||',
-  0x2018: '`',
-  0x2019: "'",
-  0x201c: '``',
-  0x201d: "''",
-  # 0x2022: '',
-  # 0x2212: '',
-
-}
-
-
-def latin2ascii(s):
-    return ''.join(LATIN2ASCII.get(ord(c), c) for c in s)
-
-
-def main(argv):
-    import getopt
-    import fileinput
-
-    def usage():
-        print('usage: %s [-c codec] file ...' % argv[0])
-        return 100
-    try:
-        (opts, args) = getopt.getopt(argv[1:], 'c')
-    except getopt.GetoptError:
-        return usage()
-    if not args:
-        return usage()
-    codec = 'utf-8'
-    for (k, v) in opts:
-        if k == '-c':
-            codec = v
-    for line in fileinput.input(args):
-        line = latin2ascii(str(line, codec, 'ignore'))
-        sys.stdout.write(line.encode('ascii', 'replace'))
-    return
-
-
-if __name__ == '__main__':
-    sys.exit(main(sys.argv))