add non-speech-token suppression

pull/473/head
shibukazu 2 years ago
parent ab1916fc59
commit 2d3332e26f

@ -3133,6 +3133,35 @@ static void whisper_process_logits(
logits[vocab.token_translate] = -INFINITY;
logits[vocab.token_transcribe] = -INFINITY;
// suppress non-speech tokens
// ref: https://github.com/openai/whisper/blob/7858aa9c08d98f75575035ecd6481f462d66ca27/whisper/tokenizer.py#L224-L253
std::vector<std::string> non_speech_tokens{
"\"", "#", "(", ")", "*", "+", "/", ":", ";", "<", "=", ">", "@", "[", "\\", "]", "^",
"_", "`", "{", "|", "}", "~", "", "", "", "", "<<", ">>", "<<<", ">>>", "--",
"---", "-(", "-[", "('", "(\"", "((", "))", "(((", ")))", "[[", "]]", "{{", "}}", "♪♪",
"♪♪♪","", "", "", "", "", "", ""
};
for (const std::string &token : non_speech_tokens)
{
std::string suppress_tokens[] = {token, " " + token};
for (const std::string &suppress_token : suppress_tokens)
{
if (vocab.token_to_id.find(suppress_token) != vocab.token_to_id.end())
{
logits[vocab.token_to_id.at(suppress_token)] = -INFINITY;
}
}
}
// allow hyphens "-" and single quotes "'" between words, but not at the beginning of a word
if (vocab.token_to_id.find(" -") != vocab.token_to_id.end()) {
logits[vocab.token_to_id.at(" -")] = -INFINITY;
}
if (vocab.token_to_id.find(" '") != vocab.token_to_id.end()) {
logits[vocab.token_to_id.at(" '")] = -INFINITY;
}
// timestamps have to appear in pairs, except directly before EOT; mask logits accordingly
// https://github.com/openai/whisper/blob/0b1ba3d46ebf7fe6f953acfd8cad62a4f851b49f/whisper/decoding.py#L414-L424
{

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