Create app.py

app.py

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+import gradio as gr
+from gruut import sentences
+import phonemizer
+global_phonemizer = phonemizer.backend.EspeakBackend(language='en-us', preserve_punctuation=True, with_stress=True, words_mismatch='ignore')
+from nltk import word_tokenize
+import nltk
+from cached_path import cached_path
+
+from dp.phonemizer import Phonemizer
+phonemizer = Phonemizer.from_checkpoint(str(cached_path('https://public-asai-dl-models.s3.eu-central-1.amazonaws.com/DeepPhonemizer/en_us_cmudict_ipa_forward.pt')))
+
+
+nltk.download('punkt')
+# Borrowed from https://github.com/sidharthrajaram/StyleTTS2/blob/main/src/styletts2/phoneme.py, MIT License
+def gruut(text):
+    phonemized = []
+    for sent in sentences(text, lang='en-us'):
+        for word in sent:
+            if isinstance(word.phonemes, Iterable):
+                phonemized.append(''.join(word.phonemes))
+            elif isinstance(word.phonemes, str):
+                phonemized.append(word.phonemes)
+    phonemized_text = ' '.join(phonemized)
+    return phonemized_text
+def phonemizer(text):
+    text = text.strip()
+    text = text.replace('"', '')
+    ps = global_phonemizer.phonemize([text])
+    ps = word_tokenize(ps[0])
+    ps = ' '.join(ps)
+    return ps
+def dp(text):
+    return phonemizer(text, lang='en_us')
+    
+with gr.Blocks() as demo:
+    pass
+demo.queue().launch()