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dkounadis
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artificial-styletts2

Text-to-Audio
Audiocraft
English
audiogen
styletts2
shift-tts
sound
audio-generation
text-to-speech
mimic3
Model card Files Community
4
artificial-styletts2
File size: 31,828 Bytes 
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import os
import numpy as np
import soundfile
import msinference

foreign_accents_en = os.listdir('assets/wavs/mimic3_foreign/') # build by mimic3 USE assets/wavs/style_vector/ for native
foreign_accents_en = sorted(foreign_accents_en)




def tts_entry(text='A quick brown fox jumps over the lazy dog. Sweet dreams are made of this, I traveled the world and the seven seas.',
              voice='af_ZA/google-nwu_1919',  # 'serbian', # 'en_US/vctk_low#p276', 'isl', 'abi', 
              speed=1.4,  # only for non-english
              affect = True  # False = high clarity for partially sight
              ):
    '''returns 24kHZ np.array TTS
    
       voice : 'en_US/vctk_low#p276'  # from English voices -> https://audeering.github.io/shift/
       
          or
          
       voice : FOREIGN ACCENTS
       
          or   
          
       voice : 'deu'  # from LHS code -> https://huggingface.co/dkounadis/artificial-styletts2/blob/main/Utils/all_langs.csv
       '''

    # StyleTTS2 - English
    
    # mimic-3 format of voice (English txt - English accent)

    if ('en_US/' in voice) or ('en_UK/' in voice):  
        a = '' if affect else 'v2/'
        style_vector = msinference.compute_style('assets/wavs/style_vector/' + a + voice.replace(
                                                '/', '_').replace('#', '_').replace(
                                                    'cmu-arctic', 'cmu_arctic').replace(
                                                        '_low', '') + '.wav')
            
        x = msinference.inference(text,
                                    style_vector,
                                    alpha=0.3,
                                    beta=0.7,
                                    diffusion_steps=7,
                                    embedding_scale=1)
        
    # mimic-3 format of voice (English text - Foreign accent)    
        
    elif '_' in voice:  # MSS-TTS dont have '_' HOWEVER all assets/wavs/mimic3_foreign_4x have '_'
        style_vector = msinference.compute_style('assets/wavs/mimic3_foreign_4x/' + voice.replace(
                                                '/', '_').replace('#', '_').replace(
                                                    'cmu-arctic', 'cmu_arctic').replace(
                                                        '_low', '') + '.wav')
            
        x = msinference.inference(text,
                                    style_vector,
                                    alpha=0.3,
                                    beta=0.7,
                                    diffusion_steps=7,
                                    embedding_scale=1)
    

    # Fallback - MMS TTS - Non-English

    else:

        # dont split foreign sentences: Avoids re-load of VITS & random speaker change issue
        x = msinference.foreign(text=text,
                                lang=voice,  # voice = 'romanian', 'serbian' 'hungarian'
                                speed=speed)  # normalisation externally

    # volume

    x /= np.abs(x).max() + 1e-7  # amplify speech to full [-1,1]
    print(x.shape, 'TTS OK')
    return x

ONLY_PARSE_TABLE = False  # also generate .wavs if not already uploaded to issue and links are taken
if not ONLY_PARSE_TABLE:
    from pathlib import Path
    Path('foreign_accents_en_dir/').mkdir(parents=True, exist_ok=True)

    for v in foreign_accents_en:
        _str = v[:-4]  # strip .wav
        print(_str)
        try:
            soundfile.write('foreign_accents_en_dir/' + v, tts_entry(voice=_str), 24000)
            # checkt out folder to count all phonemized voices
        except RuntimeError:
                # return F.conv2d(input, weight, bias, self.stride,  # ENGLISH letters not phonemisable for this ACCENT/LANG
                # RuntimeError: Calculated padded input size per channel: (5 x 4). Kernel size: (5 x 5). Kernel size can't be greater than actual input size
            print('SKIP', _str)



# --------------------------------------------------- Uploads in hf issue
upload_wav = ['<audio controls src="/static-proxy?url=https%3A%2F%2Fcdn-uploads.huggingface.co%2Fproduction%2Fuploads%2F65ae91633db2280ece0a6b02%2FtcnoTH-oHKC582O_LFlWF.wav%26quot%3B%26gt%3B%26lt%3B%2Faudio%26gt%3B%26%23x27%3B%3C%2Fspan%3E%2C
'<audio controls src="/static-proxy?url=https%3A%2F%2Fcdn-uploads.huggingface.co%2Fproduction%2Fuploads%2F65ae91633db2280ece0a6b02%2FlsMnciJ8SjdVHHm7r3fWj.wav%26quot%3B%26gt%3B%26lt%3B%2Faudio%26gt%3B%26%23x27%3B%3C%2Fspan%3E%2C
'<audio controls src="/static-proxy?url=https%3A%2F%2Fcdn-uploads.huggingface.co%2Fproduction%2Fuploads%2F65ae91633db2280ece0a6b02%2FPCvruWc3TeGrQT49Ysx7m.wav%26quot%3B%26gt%3B%26lt%3B%2Faudio%26gt%3B%26%23x27%3B%3C%2Fspan%3E%2C
'<audio controls src="/static-proxy?url=https%3A%2F%2Fcdn-uploads.huggingface.co%2Fproduction%2Fuploads%2F65ae91633db2280ece0a6b02%2F0phadlvni_1Wqpaontq0R.wav%26quot%3B%26gt%3B%26lt%3B%2Faudio%26gt%3B%26%23x27%3B%3C%2Fspan%3E%2C
'<audio controls src="/static-proxy?url=https%3A%2F%2Fcdn-uploads.huggingface.co%2Fproduction%2Fuploads%2F65ae91633db2280ece0a6b02%2FOpDULPOgboiwGdSdJNp9N.wav%26quot%3B%26gt%3B%26lt%3B%2Faudio%26gt%3B%26%23x27%3B%3C%2Fspan%3E%2C
'<audio controls src="/static-proxy?url=https%3A%2F%2Fcdn-uploads.huggingface.co%2Fproduction%2Fuploads%2F65ae91633db2280ece0a6b02%2FrFte6QmNZZ68RVD5rK10n.wav%26quot%3B%26gt%3B%26lt%3B%2Faudio%26gt%3B%26%23x27%3B%3C%2Fspan%3E%2C
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'<audio controls src="/static-proxy?url=https%3A%2F%2Fcdn-uploads.huggingface.co%2Fproduction%2Fuploads%2F65ae91633db2280ece0a6b02%2FSg8TwofY5T_NcleMzkSrR.wav%26quot%3B%26gt%3B%26lt%3B%2Faudio%26gt%3B%26%23x27%3B%3C%2Fspan%3E%2C
'<audio controls src="/static-proxy?url=https%3A%2F%2Fcdn-uploads.huggingface.co%2Fproduction%2Fuploads%2F65ae91633db2280ece0a6b02%2F5si01GF0nkn-Gz0x6nesw.wav%26quot%3B%26gt%3B%26lt%3B%2Faudio%26gt%3B%26%23x27%3B%3C%2Fspan%3E%2C
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'<audio controls src="/static-proxy?url=https%3A%2F%2Fcdn-uploads.huggingface.co%2Fproduction%2Fuploads%2F65ae91633db2280ece0a6b02%2FfNwY7aK5CfZH6GcEWiacP.wav%26quot%3B%26gt%3B%26lt%3B%2Faudio%26gt%3B%26%23x27%3B%3C%2Fspan%3E%2C
'<audio controls src="/static-proxy?url=https%3A%2F%2Fcdn-uploads.huggingface.co%2Fproduction%2Fuploads%2F65ae91633db2280ece0a6b02%2FOPmjl9NPbxy41O7nYGEVB.wav%26quot%3B%26gt%3B%26lt%3B%2Faudio%26gt%3B%26%23x27%3B%3C%2Fspan%3E%2C
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'<audio controls src="/static-proxy?url=https%3A%2F%2Fcdn-uploads.huggingface.co%2Fproduction%2Fuploads%2F65ae91633db2280ece0a6b02%2FVHy2T7WGmO3G6KNetaAdh.wav%26quot%3B%26gt%3B%26lt%3B%2Faudio%26gt%3B%26%23x27%3B%3C%2Fspan%3E%2C
'<audio controls src="/static-proxy?url=https%3A%2F%2Fcdn-uploads.huggingface.co%2Fproduction%2Fuploads%2F65ae91633db2280ece0a6b02%2F3__dS3cWkNHhyUnbwucdM.wav%26quot%3B%26gt%3B%26lt%3B%2Faudio%26gt%3B%26%23x27%3B%3C%2Fspan%3E%2C
'<audio controls src="/static-proxy?url=https%3A%2F%2Fcdn-uploads.huggingface.co%2Fproduction%2Fuploads%2F65ae91633db2280ece0a6b02%2Fuyj76HsI5JuRrQ4kQR08J.wav%26quot%3B%26gt%3B%26lt%3B%2Faudio%26gt%3B%26%23x27%3B%3C%2Fspan%3E%2C
'<audio controls src="/static-proxy?url=https%3A%2F%2Fcdn-uploads.huggingface.co%2Fproduction%2Fuploads%2F65ae91633db2280ece0a6b02%2FEAvtFGcGywlYD-UXr-CCp.wav%26quot%3B%26gt%3B%26lt%3B%2Faudio%26gt%3B%26%23x27%3B%3C%2Fspan%3E%2C
'<audio controls src="/static-proxy?url=https%3A%2F%2Fcdn-uploads.huggingface.co%2Fproduction%2Fuploads%2F65ae91633db2280ece0a6b02%2Fe3eQuOZaflCBa5s8wz2Ed.wav%26quot%3B%26gt%3B%26lt%3B%2Faudio%26gt%3B%26%23x27%3B%3C%2Fspan%3E%2C
'<audio controls src="/static-proxy?url=https%3A%2F%2Fcdn-uploads.huggingface.co%2Fproduction%2Fuploads%2F65ae91633db2280ece0a6b02%2FlxFK9F5fB0NkdKQcCdssi.wav%26quot%3B%26gt%3B%26lt%3B%2Faudio%26gt%3B%26%23x27%3B%3C%2Fspan%3E%2C
'<audio controls src="/static-proxy?url=https%3A%2F%2Fcdn-uploads.huggingface.co%2Fproduction%2Fuploads%2F65ae91633db2280ece0a6b02%2Fc-_VsUOHnMSLQIKi0_4PQ.wav%26quot%3B%26gt%3B%26lt%3B%2Faudio%26gt%3B%26%23x27%3B%3C%2Fspan%3E%2C
'<audio controls src="/static-proxy?url=https%3A%2F%2Fcdn-uploads.huggingface.co%2Fproduction%2Fuploads%2F65ae91633db2280ece0a6b02%2F9IbYJ8zrrvI_xyS3iCmLR.wav%26quot%3B%26gt%3B%26lt%3B%2Faudio%26gt%3B%26%23x27%3B%3C%2Fspan%3E%2C
'<audio controls src="/static-proxy?url=https%3A%2F%2Fcdn-uploads.huggingface.co%2Fproduction%2Fuploads%2F65ae91633db2280ece0a6b02%2Fg2IqCY0_od5p3I5A90DEn.wav%26quot%3B%26gt%3B%26lt%3B%2Faudio%26gt%3B%26%23x27%3B%3C%2Fspan%3E%2C
'<audio controls src="/static-proxy?url=https%3A%2F%2Fcdn-uploads.huggingface.co%2Fproduction%2Fuploads%2F65ae91633db2280ece0a6b02%2FzL5_-rxwphgmLNyPM23f4.wav%26quot%3B%26gt%3B%26lt%3B%2Faudio%26gt%3B%26%23x27%3B%3C%2Fspan%3E%2C
'<audio controls src="/static-proxy?url=https%3A%2F%2Fcdn-uploads.huggingface.co%2Fproduction%2Fuploads%2F65ae91633db2280ece0a6b02%2F2vQPOru4NdTbH616Q_1yN.wav%26quot%3B%26gt%3B%26lt%3B%2Faudio%26gt%3B%26%23x27%3B%3C%2Fspan%3E%2C
'<audio controls src="/static-proxy?url=https%3A%2F%2Fcdn-uploads.huggingface.co%2Fproduction%2Fuploads%2F65ae91633db2280ece0a6b02%2FuwpaoAoMPDvppyyeFo5tJ.wav%26quot%3B%26gt%3B%26lt%3B%2Faudio%26gt%3B%26%23x27%3B%3C%2Fspan%3E%2C
'<audio controls src="/static-proxy?url=https%3A%2F%2Fcdn-uploads.huggingface.co%2Fproduction%2Fuploads%2F65ae91633db2280ece0a6b02%2FHdgqQIO3VpSufpjLIZQF2.wav%26quot%3B%26gt%3B%26lt%3B%2Faudio%26gt%3B%26%23x27%3B%3C%2Fspan%3E%2C
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'<audio controls src="/static-proxy?url=https%3A%2F%2Fcdn-uploads.huggingface.co%2Fproduction%2Fuploads%2F65ae91633db2280ece0a6b02%2FWww8hep27Hj7MmkBIgLZL.wav%26quot%3B%26gt%3B%26lt%3B%2Faudio%26gt%3B%26%23x27%3B%3C%2Fspan%3E%2C
'<audio controls src="/static-proxy?url=https%3A%2F%2Fcdn-uploads.huggingface.co%2Fproduction%2Fuploads%2F65ae91633db2280ece0a6b02%2FxfZc4UfdncqYSBPGH0UU6.wav%26quot%3B%26gt%3B%26lt%3B%2Faudio%26gt%3B%26%23x27%3B%3C%2Fspan%3E%2C
'<audio controls src="/static-proxy?url=https%3A%2F%2Fcdn-uploads.huggingface.co%2Fproduction%2Fuploads%2F65ae91633db2280ece0a6b02%2FuGdqyy3_AGYVVKZPNipJq.wav%26quot%3B%26gt%3B%26lt%3B%2Faudio%26gt%3B%26%23x27%3B%3C%2Fspan%3E%2C
'<audio controls src="/static-proxy?url=https%3A%2F%2Fcdn-uploads.huggingface.co%2Fproduction%2Fuploads%2F65ae91633db2280ece0a6b02%2FcY7mdGf5B9sSzdua2JO3C.wav%26quot%3B%26gt%3B%26lt%3B%2Faudio%26gt%3B%26%23x27%3B%3C%2Fspan%3E%2C
'<audio controls src="/static-proxy?url=https%3A%2F%2Fcdn-uploads.huggingface.co%2Fproduction%2Fuploads%2F65ae91633db2280ece0a6b02%2FNN67iueryypo1c5LjZipL.wav%26quot%3B%26gt%3B%26lt%3B%2Faudio%26gt%3B%26%23x27%3B%3C%2Fspan%3E%2C
'<audio controls src="/static-proxy?url=https%3A%2F%2Fcdn-uploads.huggingface.co%2Fproduction%2Fuploads%2F65ae91633db2280ece0a6b02%2FkLGMvy4nnpvvBxtsDVbRq.wav%26quot%3B%26gt%3B%26lt%3B%2Faudio%26gt%3B%26%23x27%3B%3C%2Fspan%3E%2C
'<audio controls src="/static-proxy?url=https%3A%2F%2Fcdn-uploads.huggingface.co%2Fproduction%2Fuploads%2F65ae91633db2280ece0a6b02%2F5sCT2T7OwBm9J_jEqVtNn.wav%26quot%3B%26gt%3B%26lt%3B%2Faudio%26gt%3B%26%23x27%3B%3C%2Fspan%3E%2C
'<audio controls src="/static-proxy?url=https%3A%2F%2Fcdn-uploads.huggingface.co%2Fproduction%2Fuploads%2F65ae91633db2280ece0a6b02%2FKobQIA3hZBP8gYtxi8Vuz.wav%26quot%3B%26gt%3B%26lt%3B%2Faudio%26gt%3B%26%23x27%3B%3C%2Fspan%3E%2C
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'<audio controls src="/static-proxy?url=https%3A%2F%2Fcdn-uploads.huggingface.co%2Fproduction%2Fuploads%2F65ae91633db2280ece0a6b02%2Fgn9RGN5oQvpphYzx4EhYN.wav%26quot%3B%26gt%3B%26lt%3B%2Faudio%26gt%3B%26%23x27%3B%3C%2Fspan%3E%2C
'<audio controls src="/static-proxy?url=https%3A%2F%2Fcdn-uploads.huggingface.co%2Fproduction%2Fuploads%2F65ae91633db2280ece0a6b02%2F20vvUcCws6rc6b24-evf9.wav%26quot%3B%26gt%3B%26lt%3B%2Faudio%26gt%3B%26%23x27%3B%3C%2Fspan%3E%2C
'<audio controls src="/static-proxy?url=https%3A%2F%2Fcdn-uploads.huggingface.co%2Fproduction%2Fuploads%2F65ae91633db2280ece0a6b02%2F2inq2YStIoMR3CRrmaoOi.wav%26quot%3B%26gt%3B%26lt%3B%2Faudio%26gt%3B%26%23x27%3B%3C%2Fspan%3E%2C
'<audio controls src="/static-proxy?url=https%3A%2F%2Fcdn-uploads.huggingface.co%2Fproduction%2Fuploads%2F65ae91633db2280ece0a6b02%2FZH64TD5UzNEEK7xjQLLTI.wav%26quot%3B%26gt%3B%26lt%3B%2Faudio%26gt%3B%26%23x27%3B%3C%2Fspan%3E%2C
'<audio controls src="/static-proxy?url=https%3A%2F%2Fcdn-uploads.huggingface.co%2Fproduction%2Fuploads%2F65ae91633db2280ece0a6b02%2F1H8NOE2Tw5gAnh-q_H8nG.wav%26quot%3B%26gt%3B%26lt%3B%2Faudio%26gt%3B%26%23x27%3B%3C%2Fspan%3E%2C
'<audio controls src="/static-proxy?url=https%3A%2F%2Fcdn-uploads.huggingface.co%2Fproduction%2Fuploads%2F65ae91633db2280ece0a6b02%2Fia2sshLbuJu3a32EAiEOM.wav%26quot%3B%26gt%3B%26lt%3B%2Faudio%26gt%3B%26%23x27%3B%3C%2Fspan%3E%2C
'<audio controls src="/static-proxy?url=https%3A%2F%2Fcdn-uploads.huggingface.co%2Fproduction%2Fuploads%2F65ae91633db2280ece0a6b02%2FZPNlhj8vtD2RyUFqApt2M.wav%26quot%3B%26gt%3B%26lt%3B%2Faudio%26gt%3B%26%23x27%3B%3C%2Fspan%3E%2C
'<audio controls src="/static-proxy?url=https%3A%2F%2Fcdn-uploads.huggingface.co%2Fproduction%2Fuploads%2F65ae91633db2280ece0a6b02%2FDPrePiOKrMz7FwJYqDyJj.wav%26quot%3B%26gt%3B%26lt%3B%2Faudio%26gt%3B%26%23x27%3B%3C%2Fspan%3E%2C
'<audio controls src="/static-proxy?url=https%3A%2F%2Fcdn-uploads.huggingface.co%2Fproduction%2Fuploads%2F65ae91633db2280ece0a6b02%2F0jQXsWuJHtSKK1yPI1Mps.wav%26quot%3B%26gt%3B%26lt%3B%2Faudio%26gt%3B%26%23x27%3B%3C%2Fspan%3E%2C
'<audio controls src="/static-proxy?url=https%3A%2F%2Fcdn-uploads.huggingface.co%2Fproduction%2Fuploads%2F65ae91633db2280ece0a6b02%2FBaX7HIMfDQA7lyr_LAc6D.wav%26quot%3B%26gt%3B%26lt%3B%2Faudio%26gt%3B%26%23x27%3B%3C%2Fspan%3E%2C
'<audio controls src="/static-proxy?url=https%3A%2F%2Fcdn-uploads.huggingface.co%2Fproduction%2Fuploads%2F65ae91633db2280ece0a6b02%2Fd0l5VeuG4XaL2mleVqCrV.wav%26quot%3B%26gt%3B%26lt%3B%2Faudio%26gt%3B%26%23x27%3B%3C%2Fspan%3E%2C
'<audio controls src="/static-proxy?url=https%3A%2F%2Fcdn-uploads.huggingface.co%2Fproduction%2Fuploads%2F65ae91633db2280ece0a6b02%2FBtohNvfJQn9N6o7XNsDVF.wav%26quot%3B%26gt%3B%26lt%3B%2Faudio%26gt%3B%26%23x27%3B%3C%2Fspan%3E%2C
'<audio controls src="/static-proxy?url=https%3A%2F%2Fcdn-uploads.huggingface.co%2Fproduction%2Fuploads%2F65ae91633db2280ece0a6b02%2F4xSqqN71t9ILvBaKzHx2h.wav%26quot%3B%26gt%3B%26lt%3B%2Faudio%26gt%3B%26%23x27%3B%3C%2Fspan%3E%2C
'<audio controls src="/static-proxy?url=https%3A%2F%2Fcdn-uploads.huggingface.co%2Fproduction%2Fuploads%2F65ae91633db2280ece0a6b02%2FwTAo-xeUJHbJv7HAad1TM.wav%26quot%3B%26gt%3B%26lt%3B%2Faudio%26gt%3B%26%23x27%3B%3C%2Fspan%3E%2C
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'<audio controls src="/static-proxy?url=https%3A%2F%2Fcdn-uploads.huggingface.co%2Fproduction%2Fuploads%2F65ae91633db2280ece0a6b02%2F6Tzg1D1emdIGdx1dBVKk6.wav%26quot%3B%26gt%3B%26lt%3B%2Faudio%26gt%3B%26%23x27%3B%3C%2Fspan%3E%2C
'<audio controls src="/static-proxy?url=https%3A%2F%2Fcdn-uploads.huggingface.co%2Fproduction%2Fuploads%2F65ae91633db2280ece0a6b02%2Fcfw1YoFofxlI42871v9GL.wav%26quot%3B%26gt%3B%26lt%3B%2Faudio%26gt%3B%26%23x27%3B%3C%2Fspan%3E%2C%5D
    
tmp = '<table><tr><th>  </th><th> voice </th><th>  TTS </th></tr>'
for j, (voice, _f) in enumerate(zip(sorted(os.listdir('foreign_accents_en_dir/')), upload_wav)):
    tmp += f'<tr>\n<td>\n\n{j}\n\n</td>\n<td>\n\n  {voice[:-4]}  \n\n</td>\n<td>\n\n  {_f}  \n\n</td>\n</tr>\n'
    
tmp += '\n\n</table>'    
with open('table_for_issue_accents_upload.txt', 'w') as f:
    f.write(tmp)