Fixing Whisper Model Token Normalization (#1904)
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@@ -55,4 +55,77 @@ TEST(RemoveInvalidUtf8Sequences, Case1) {
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EXPECT_EQ(s.size() + 4, v.size());
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}
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// Tests for sanitizeUtf8
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TEST(RemoveInvalidUtf8Sequences, ValidUtf8StringPassesUnchanged) {
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std::string input = "Valid UTF-8 🌍";
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EXPECT_EQ(RemoveInvalidUtf8Sequences(input), input);
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}
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TEST(RemoveInvalidUtf8Sequences, SingleInvalidByteReplaced) {
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std::string input = "Invalid \xFF UTF-8";
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std::string expected = "Invalid UTF-8";
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EXPECT_EQ(RemoveInvalidUtf8Sequences(input), expected);
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}
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TEST(RemoveInvalidUtf8Sequences, TruncatedUtf8SequenceReplaced) {
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std::string input = "Broken \xE2\x82"; // Incomplete UTF-8 sequence
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std::string expected = "Broken ";
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EXPECT_EQ(RemoveInvalidUtf8Sequences(input), expected);
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}
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TEST(RemoveInvalidUtf8Sequences, MultipleInvalidBytes) {
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std::string input = "Test \xC0\xC0\xF8\xA0"; // Multiple invalid sequences
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std::string expected = "Test ";
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EXPECT_EQ(RemoveInvalidUtf8Sequences(input), expected);
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}
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TEST(RemoveInvalidUtf8Sequences, BreakingCase_SpaceFollowedByInvalidByte) {
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std::string input = "\x20\xC4"; // Space followed by an invalid byte
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std::string expected = " "; // 0xC4 removed
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EXPECT_EQ(RemoveInvalidUtf8Sequences(input), expected);
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}
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TEST(RemoveInvalidUtf8Sequences, ValidUtf8WithEdgeCaseCharacters) {
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std::string input = "Edge 🏆💯";
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EXPECT_EQ(RemoveInvalidUtf8Sequences(input), input);
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}
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TEST(RemoveInvalidUtf8Sequences, MixedValidAndInvalidBytes) {
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std::string input = "Mix \xE2\x82\xAC \xF0\x9F\x98\x81 \xFF";
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std::string expected = "Mix € 😁 "; // Invalid bytes removed
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EXPECT_EQ(RemoveInvalidUtf8Sequences(input), expected);
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}
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TEST(RemoveInvalidUtf8Sequences, SpaceFollowedByInvalidByte) {
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std::string input = "\x20\xC4"; // Space (0x20) followed by invalid (0xC4)
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std::string expected = " "; // Space remains, 0xC4 is removed
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EXPECT_EQ(RemoveInvalidUtf8Sequences(input), expected);
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}
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TEST(RemoveInvalidUtf8Sequences, RemoveTruncatedC4) {
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std::string input = "Hello \xc4 world"; // Invalid `0xC4`
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std::string expected = "Hello world"; // `0xC4` should be removed
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EXPECT_EQ(RemoveInvalidUtf8Sequences(input), expected);
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}
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TEST(RemoveInvalidUtf8Sequences, SpaceFollowedByInvalidByte_Breaking) {
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std::string input = "\x20\xc4"; // Space followed by invalid `0xc4`
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std::string expected = " "; // `0xc4` should be removed, space remains
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EXPECT_EQ(RemoveInvalidUtf8Sequences(input), expected);
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}
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TEST(RemoveInvalidUtf8Sequences, DebugSpaceFollowedByInvalidByte) {
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std::string input = "\x20\xc4"; // Space followed by invalid `0xc4`
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std::string output = RemoveInvalidUtf8Sequences(input);
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std::cout << "Processed string: ";
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for (unsigned char c : output) {
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printf("\\x%02x ", c);
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}
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std::cout << std::endl;
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EXPECT_EQ(output, " "); // Expect `0xc4` to be removed, leaving only space
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}
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} // namespace sherpa_onnx
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