"""Text-side pause control (pipeline step): 'many pauses' -> insert the model's trained [pause] tag at commas and every ~5 words inside long phrases; 'few pauses' -> drop commas/semicolons and [pause] tags inside sentences.""" import re TAGRE = re.compile(r"(<\w+>)(.*?)()", re.S) def _many(s, every=5): out = [] for sent in re.split(r"(?<=[.!?])\s+", s.strip()): parts = re.split(r"(,|;|:)", sent) buf = [] for p in parts: if p in (",", ";", ":"): buf.append(p + " [pause]"); continue w = p.split(); chunk = [] for i, x in enumerate(w): chunk.append(x) if (i + 1) % every == 0 and i + 1 < len(w) - 1: chunk.append("[pause]") buf.append(" ".join(chunk)) out.append(" ".join(b for b in buf if b).replace(" ,", ",").replace(" ;", ";")) return " [pause] ".join(out) if len(out) > 1 else out[0] def _few(s): s = s.replace("[pause]", " ").replace("[breath]", " ") s = re.sub(r"\s*[,;:]\s*", " ", s) return " ".join(s.split()) def apply(text, mode): f = _many if mode == "many" else _few if mode == "few" else None if f is None: return text if TAGRE.search(text): return TAGRE.sub(lambda m: m.group(1) + f(m.group(2)) + m.group(3), text) return f(text) if __name__ == "__main__": t = "Ndewo nụ, ụmụnna m. Tonight we will talk about the new market road and the school fees, ma ọ bụrụ na ego ezughị." print(apply(t, "many")); print(apply(t, "few"))