82 lines
2.2 KiB
Python
82 lines
2.2 KiB
Python
from aitextgen import aitextgen
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import utterance.utils
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import gensim, regex, string, time
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UTTERANCE_MEMORY_LEN = 15
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UTTERANCE_MEMORY_MIN_DIST = 0.85
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class Voice:
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def __init__(self, name: str, model: str, tokenizer: str, temp: int, length: int):
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self.name = name
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self.temp = temp
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self.length = length
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self.v = aitextgen(model_folder=model, tokenizer_file=tokenizer)
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self.utterances = []
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def utter_n(self, n: int, temp: float = None, length: int = None):
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t = self.temp if temp == None else temp
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l = self.length if length == None else length
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return self.v.generate(n=n, max_length=l, temperature=t, seed=int(time.time()), return_as_list=True)
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def utter_one(self, temp: float = None, length: int = None) -> str:
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t = self.temp if temp == None else temp
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l = self.length if length == None else length
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return self.utter_n(n=1, temp=temp, length=length)[0]
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def prompt(self, pinput: str, temp: float = None, length: int = None) -> str:
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t = self.temp if temp == None else temp
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l = self.length if length == None else length
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return self.v.generate(prompt=pinput, n=1, max_length=l, temperature=t, seed=int(time.time()), return_as_list=True)[0]
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def select(self, utterance: str) -> bool:
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# fuction making sure to not say the same thing
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toks = set(gensim.utils.tokenize(utterance))
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i = 0
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for u in self.utterances:
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d = gensim.matutils.jaccard_distance(toks, u)
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print(f"{i} - d: {d}")
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if d < UTTERANCE_MEMORY_MIN_DIST:
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return False
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self.utterances.append(toks)
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if len(self.utterances) > UTTERANCE_MEMORY_LEN:
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self.utterances.pop(0)
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return True
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def remember(self, utterance: str):
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toks = set(gensim.utils.tokenize(utterance))
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self.utterances.append(toks)
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def set_channel(self, root: str, endpoint: str):
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self.channel = root + endpoint
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def channel(self):
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return self.channel
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def set_calculate(self, root: str, endpoint: str):
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self.calculate = root + endpoint
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def calculate(self):
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return self.calculate
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def set_temperature(self, root: str, endpoint: str):
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self.temperature = root + endpoint
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def calculate(self):
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return self.temperature
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def fragments(self, utt: str):
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self.utterance = utt
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self.utterance_fragments = utterance.utils.fragments(utt)
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return self.utterance_fragments
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