# chunk_1 speaker_ids1 = [ 32, # US, nan M train-clean-100, min intonation, calm, timbre 130, # BR, Peter of Buckinghamshire England M train-other-500, timbre, min intonation, calm, slow 164, # US, Ed Good M train-other-500, timbre, intonation, warm and calm, good voice 176, # US, Micah Sheppard M train-clean-360, intonation, calm 68, # US, Alex Buie M train-clean-100, min intonation, energized 15, # US, Chip M train-other-500, intonation, interesting voice 145, # US, Mr. Baby Man M train-clean-360, timbre, intonation, interesting voice 196, # US, Mike Kauffmann M train-clean-360, min intonation, average calm 160, # BR, deadwhitemales M train-clean-100, intonation, energized, interesting voice 108, # US, Kevin McAsh M train-clean-360, min intonation, energized 99, # US, Stewart Wills M train-clean-100, min intonation, avg energy 50, # US, Dan Threetrees M train-clean-360, min intonation, avg energy 76, # US, ML Cohen M train-other-500, intonation, energy, timbre 142, # US, Michael Sirois M train-other-500, intonation, energy 95, # US, Vinny Bove M train-clean-360, intonation, energy, timbre 169, # US, Richard Grove M train-other-500, intonation, energy 147, # US, Eileen George F train-clean-360, intonation, calm 92, # BR vlooi F train-other-500 teenager voice, intonation, energized 117, # US, Caitlin Kelly F train-clean-360, intonation, energized, interesting voice 89, # US, Paula Berinstein F train-clean-360, min intonation, energized 182, # US Katy Preston F train-other-500, intonation, energized 105, # US Marian Brown F train-clean-360, min intonation, energized, timbre, quality GOOD 11, # BR Linton F train-other-500, min intonation, calm 18, # US Sherry Crowther F train-clean-100, intonation, energized, timbre 38, # US Kurt Copeland M train-clean-360, intonation, energized 52, # US, Cori Samuel F train-other-500, intonation, energized, timbre 21, # US, Kelly Bescherer F train-other-500, intonation, energized, timbre 48, # US, Rosalind Wills F train-clean-100, intonation, timbre, poor quality, but interesting voice 63, # US, Linda Wilcox F train-other-500, very poor quality, but VERY interesting intonation 45, # US, Catharine Eastman F train-clean-100, very quality, interesting intonation 193, # US, Nomenphile F train-other-500, avg quality, intonation 207, # US Sage Tyrtle F train-other-500, avg quality, interesting intonation and timbre 73, # US Claire Goget F train-clean-100, avg quality, intonation 42, # US Jennifer Crispin F train-clean-360, quality, calm 113, # US Alice Elizabeth Still F train-other-500, avg quality, intonation 49, # US Kristen McQuillin F train-clean-100, avg quality, interesting intonation and timbre 185, # US Kim Braun F train-clean-360, avg quality, avg intonation, but interesting timbre 165, # US Elisabeth Shields F train-clean-100, avg quality, interesting intonation, timbre 36, # US chriss the girl F train-other-500, interesting intonation, timbre 96, # US Kymm Zuckert F train-other-500, avg quality, interesting intonation, timbre of middle age wooman 102, # US Maureen S. O'Brien F train-clean-100, avg quality, interesting intonation 64, # US Christiane Levesque F train-clean-360, young voice, calm 30, # BR, Ophelia Darcy F train-other-500, avg quality, intonation 0, # US Kristin LeMoine F train-clean-360, avg quality, intonation, fast-speaker 192, # US, Nocturna F train-clean-100, avg quality, intonation 146, # US Jim Cadwell M train-other-500, avg quality, intonation 80, # US Fox in the Stars F train-clean-100, avg quality, intonation 162, # BR Mike Gardom M train-other-500, avg quality, intonation, timbre 66, # US Maddie F train-clean-360, intonation, timbre 124, # US Steve Karafit M train-clean-100, poor quality, intonation, timbre, COOL 123, # US Sean McGaughey M train-clean-360, poor quality, intonation, timbre 55, # US, Patricia Oakley F train-clean-360, intonation, timbre 91, # BR Chris Goringe M train-other-500, intonation, timbre 171, # US Paul Harvey M train-clean-360, avg quality, intonation, timbre 61, # US John Greenman M train-other-500, intonation, timbre 122, # US carnright M train-clean-100, avg intonation, timbre 82, # BR Andy Minter M train-other-500, intonation, GOOD timbre, 118, # US Brenda Dayne F train-clean-360, timbre, calm 106, # US Mark F. Smith M train-clean-360, GOOD timbre, interesting intonation 187, # US Lenny Glionna Jr. M train-other-500, intonation, timbre 158, # US Randy Phillips M train-clean-100, avg intonation, timbre 83, # US Graham Williams M train-other-500, intonation, timbre 181, # BR Jon Ingram M train-other-500, intonation, timbre 8, # US Denny Sayers M train-clean-100, timbre 205, # US Robert Garrison M train-clean-360, timbre, interesting intonation 172, # US Harvey Chinn M train-other-500, great timbre, intonation ] # chunk_2 speaker_ids2 = [ 305, # US Michael Crowl M train-clean-360, timbre, intonation 417, # US Kiki Baessell F train-clean-360, timbre, intonation 241, # US Jean O'Sullivan F train-clean-360, timbre, intonation 412, # US Nichole Karl F train-other-500, timbre 294, # US Diana Kiesners F train-clean-360, timbre, intonation 414, # US Christabel F train-clean-100, great and calm timbre 251, # US Aaron Benedict M train-other-500, timbre, intonation 218, # US Joy Chan F train-other-500, timbre, intonation, quality 259, # BR miette F train-other-500, timbre, intonatio 275, # US Zale Schafer (Rose May Chamberlin Memorial Foundat F train-clean-360, timbre, intonation 368, # US Susie G. F train-other-500, teenage voice, timbre, intonation 327, # BR mjd-s F train-other-500, timbre, intonation 366, # US pattymarie F train-clean-360, calm, timbre 399, # US entada F train-clean-360, timbre, intonation 273, # BR Andrew Lebrun M train-other-500, timbre, intonation 352, # US Mur Lafferty F train-clean-360, timbre, enery, young voice 283, # US Bethany Simpson F train-clean-360, timbre, intonation 248, # BR fieldsofgold M train-other-500, timbre, intonation 372, # US Jim Mullins M train-clean-360, timbre, intonation, quality 250, # US Quentin M train-clean-360, unique timbre, intonation, quality 403, # US Igor Teaforay F train-clean-360, timbre, avg intonation 375, # US iscatel M train-clean-360, unique timbre, avg intonation 355, # US Lana Taylor F train-clean-100, unique timbre, intonation 220, # US Tina Tilney F train-clean-360, unique timbre, high intonation 392, # US Brooks Jensen M train-clean-360, timbre, avg speed, avg intonation 255, # US Caroline Mercier F train-clean-360, timbre, avg speed, intonation 292, # US Tamara R. Schwartz F train-clean-100, timbre, avg speed, intonation 258, # US Russ Maxwell M train-clean-360, timbre, intonation, unique voice 233, # US mikenkat M train-clean-360, timbre, intonation 394, # US swroot F train-clean-360, timbre, intonation, unique voice, good quality 382, # US Kelli Robinson F train-clean-360, timbre, intonation, avg quality 322, # US Mitchell Dwyer M train-clean-360, timbre, intonation, avg quality, unique voice 285, # US koijmonop M train-clean-360, timbre, intonation, avg quality, unique voice 290, # US J. M. Smallheer F train-clean-360, timbre, intonation, avg quality 383, # US Mike Roop M train-other-500, timbre, intonation, quality, unique voice 263, # US Eric S. Piotrowski M train-clean-360, timbre, intonation, avg quality 373, # BR Brooks Seveer M train-clean-360, timbre, intonation, avg quality, unique voice 340, # US Nick Gallant M train-clean-100, unique timbre 331, # BR Luke Venediger M train-other-500, timbre, intonation 234, # BR Menno M train-other-500, timbre, intonation, unique voice 398, # BR Sam Fold M train-other-500, timbre, intonation 254, # BR Rebecca Dittman M train-other-500, timbre, intonation 264, # US KentF M train-clean-360, timbre, intonation 214, # US Scott Splavec M train-clean-100, timbre, intonation 359, # BR Greg Bryant M train-clean-100, timbre, intonation 253, # US Frank M train-other-500, timbre, intonation 249, # US Bill Stackpole M train-clean-360, timbre, intonation 236, # US Matthew Shepherd M train-clean-360, timbre, intonation, unique voice 390, # US JimmyLogan M train-clean-360, avg intonation, timbre 216, # US Dave Ranson M train-clean-100, unique voice, timbre, intonation 215, # US Mark Bradford M train-clean-360, timbre, intonation 212, # US Glen Hallstrom M train-other-500, timbre, intonation 314, # US Carl Vonnoh, III M train-clean-360, unique voice, timbre, intonation 347, # US Anadaxis_Canejia M train-other-500, unique voice, timbre, intonation, good quality 330, # US Aaron Andradne M train-clean-360, timbre, intonation 393, # US Tim Lundeen M train-clean-360, timbre, intonation 40, # BR Justin Brett M train-other-500, unique voice, timbre, intonation, good quality 386, # US Michael Kirkpatrick M train-clean-360, unique intonation, timbre 315, # US Jean Crevier M train-other-500, unique intonation, timbre 349, # US brenthumphries M train-other-500, unique timbre, min intonation 242, # US J. Hall M train-other-500, unique timbre, intonation 308, # US Eric Connover M train-other-500, timbre, intonation 313, # BR Tim Bulkeley M train-other-500, timbre, intonation 334, # US mawrtea M train-clean-360, unique voice, timbre, intonation ] # chunk_3 speaker_ids3 = [ 469, # US Christian Pecaut M train-clean-360, clear voice, min intonation 601, # BR Jonathan Horniblow M train-other-500, clear voice, min intonation 482, # US Estragon M train-clean-360, clear voice, min intonation 580, # US Kyle M. M train-clean-360, clear voice, min intonation, timbre 463, # US Chris Hughes M train-other-500, clear voice, min intonation, timbre, energized 472, # BR Tim Makarios M train-other-500, min intonation 536, # US Robert Flach M train-other-500, intonation, timbre, unique voice 569, # US Arouet M train-clean-360, avg intonation, timbre 523, # US Michael Loftus M train-clean-360, avg intonation, timbre 454, # US Tim Gregory M train-clean-100, avg intonation 425, # US RedToby M train-clean-360, avg intonation, timbre, unique voice 574, # US Daniel Shorten M train-clean-100, avg intonation, timbre, clear voice 465, # US Leonie Rose F train-clean-100, avg intonation, timbre 481, # US Scott Sherris M train-clean-360, intonation, timbre 531, # US Fr. Richard Zeile of Detroit M train-other-500, intonation, timbre, unique voice 628, # US Bryan Ness M train-clean-100, intonation, timbre, unique voice 427, # US John Lieder M train-clean-360, intonation, timbre 527, # US Jason Isbell M or F train-clean-360, intonation, timbre 468, # US Jenilee F train-other-500, energized, young voice, intonation 441, # US roolynninms F train-clean-100, energized, intonation 430, # BR Millbeach F train-other-500, intonation, timbre 498, # US Chris Gladis M train-clean-100, intonation, timbre 435, # US Debra Lynn F train-other-500, intonation, timbre 499, # US Tammy Sanders F train-clean-100, intonation, timbre, unique voice 429, # US Giles Baker M train-other-500, timbre 495, # US Janet Friday F train-clean-360, INTONATION, timbre 456, # US Catherine Fitz F train-clean-360, timbre 617, # US PJ F train-other-500, timbre 445, # US Jennette Selig F train-clean-360, intonation, timbre 552, # US Mim Ritty F train-clean-100, intonation, timbre 561, # US Lorelle Anderson F train-clean-100, intonation, timbre, quality 447, # US Lee Ann Howlett F train-clean-360, intonation, timbre, quality 604, # BR Anne-Marie F train-other-500, intonation, timbre 450, # US Heather Duncan F train-clean-360, intonation, unique voice 502, # US Lee Elliott F train-other-500, intonation 517, # US Madame Tusk F train-other-500, intonation 605, # BR Classicsfan F train-other-500, intonation, unique voice, timbre 426, # US Megan Stemm-Wade F train-clean-100, clear voice, min intonation 544, # US Miranda Stinson F train-clean-360, unique voice 568, # US Michael Yourshaw M train-other-500, clear voice 588, # US Kalynda F train-clean-360, clear voice, timbre 477, # US Patti Brugman F train-other-500, clear voice 607, # BR Steph F train-other-500, clear voice 479, # US Wina Hathaway F train-other-500, intonation, timbre 618, # US Linnea F train-other-500, timbre 549, # US AmyAG F train-other-500, teenager voice 596, # US Jo F train-other-500, timbre, min intonation ] # chunk 4 speaker_ids4 = [ 770, # US Pete Williams, Pittsburgh, PA M train-clean-360, clear, calm voice 730, # US Nick Gisburne M train-other-500, clear, calm voice 680, # US Kevin Kivikko M train-clean-360, min intonation, calm voice, timbre 791, # US David Kleparek M train-clean-100, clear, calm voice 800, # US Jack Farrell M train-clean-360, clear, calm voice, good low tone 839, # BR Ben Dutton M train-other-500, clear, calm voice, min intonation 661, # US James Gladwin M train-other-500, calm voice, min intonation 648, # US Muhammad Mussnoon M train-other-500, timbre 798, # US Wyatt M train-other-50, calm voice, timbre, avg intonation 699, # US Michael Macedonia M train-clean-360, calm voice, timbre 757, # US Roger Melin M train-clean-360, timbre, avg intonation, unique voice 782, # US Alec Daitsman M train-clean-360, timbre, avg intonation 816, # US Michael Bradford M train-clean-360, timbre, avg intonation, teenager voice 846, # US Gayland Darnell M train-clean-360, senior voice, timbre, avg intonation 831, # US David Federman M train-other-500, timbre, avg intonation 817, # US texttalker M train-clean-360, timbre, avg intonation 819, # US n8evv M train-clean-360, timbre, intonation 672, # BR Stuart Bell M train-other-500, timbre, intonation, clear voice 837, # US johnb M train-other-500, timbre, intonation 775, # US Ralph Volpi M train-clean-360, senior voice, timbre, intonation 685, # US Nikki Sullivan F train-clean-100, clear voice, avg intonation, timbre 666, # US Kelly Dougherty M train-clean-360, clear voice, avg intonation, timbre 809, # US Anna-Maria Viola F train-clean-360, timbre, avg intonation 640, # US David A. Stokely M train-other-500, emotional, timbre, intonation, unique voice 818, # US Matt Warzel F train-clean-360, timbre, intonation 711, # US Julie Bynum F train-clean-360, senior voice, timbre, min intonation 766, # US Clive Catterall M train-other-500, avg intonation, timbre 649, # US Scarlett! F train-clean-360, intonation, timbre 732, # US Tysto M/F train-clean-360, intonation, timbre 769, # US, Alan Brown M train-other-500, avg intonation, timbre 677, # US Allyson Hester F train-other-500, intonation, timbre, unique voice 833, # US Alana Jordan F train-clean-360, intonation, timbre 676, # US Jennifer F train-clean-100, intonation, timbre 710, # US Sheila Morton F train-clean-100, intonation, timbre, unique voice 645, # US Micah F train-other-500, intonation, timbre, unique voice, teenager voice 771, # US Isosceles F train-clean-360, intonation, timbre 636, # US Matthew Howell F train-other-500, timbre, avg intonation 822, # US kristiface F train-clean-360, timbre, intonation, unique voice 830, # US musici123 F train-other-500, timbre, intonation, unique voice 657, # US Shannon F train-other-500, timbre, intonation 797, # US Chris Jones F train-other-500, timbre, intonation, calm voice 835, # BR Rachel Lintern F train-other-500, timbre, intonation 761, # US Susan Umpleby F train-clean-100, timbre, intonation, unique voice 653, # US cucciasv F train-other-500, timbre, avg intonation 751, # US Ralph Snelson M train-other-500, timbre, avg intonation, unique voice 848, # BR senshisteph F train-other-500, timbre, intonation 808, # US M. J. Boyle F train-other-500, timbre, intonation, senior voice 840, # US B. Grebe F train-clean-360, timbre, intonation, unique voice 742, # US Katherine Holt F train-other-500, timbre, intonation 834, # US Serin F train-other-500, unique voice 668, # US Jan Baxter F train-clean-360, intoantion, timbre, calm voice 752, # US Cat Schirf F train-other-500, intoantion, timbre 641, # US Eliza Horne F train-other-500, intoantion, timbre 644, # US Cynthia Zocca F train-clean-360, intoantion, timbre 781, # US Megan Kunkel F train-other-500, intoantion, timbre, teenager voice 727, # US Jodi Krangle F train-clean-360, timbre 719, # US Charlene V. Smith F train-other-500, intoantion, timbre 804, # BR FirstKnight F train-other-500, unique voice, intoantion, timbre 675, # US inkwelldragon F train-clean-360, intoantion, timbre 697, # US Jennie Hughes F train-other-500, timbre 731, # IND Priya, India F train-other-500, avg intoantion, timbre 741, # US Nick Marsh M train-other-500, intoantion, timbre, old man voice, unique voice ] # chunk 5 speaker_ids5 = [ 922, # ricell 1000, # artos 1007, # Mike Conrad 858, # Scott Merrill 943, # Matthew C. Heckel 984, # woggy298 936, # BUAES 935, # Topaz 977, # Logan McCamon 946, # Cantor 1030, # Ancient mariner 1046, # Preston McConkie 1022, # peac 908, # Quentin Manuel 924, # Andrew Coleman 964, # Utek 950, # davechase 1020, # nihilist00 1043, # B. G. Oxford 881, # mpetranech 852, # Steven Proctor 995, # Parrot 1045, # joi 1048, # tornadogrrrl 900, # peaceuntoyou 932, # Raerity 1005, # Beatrice 851, # Jennifer Lott 897, # Jan Dawn Doronila 1041, # mjbrichant 863, # K Hindall 937, # Sarah Gutierrez 1049, # Diana Solomon 1001, # TriciaG 934, # Darla 947, # Larissa Little 944, # Sarafina Suransky 870, # Barbara Bulkeley 923, # Jane Greensmith 1047, # Hannah Dowell 967, # Stephanie Land 929, # Petra 963, # MichelleHarris 891, # anoldfashiongirl 890, # PopularOutcast 992, # Fran ] # chunk_6 speaker_ids6 = [ 1143, # Keith Henige M train-other-500 1159, # Matt Wills M train-clean-360 1127, # C.J. Casey M train-other-500 1235, # Richard Kilmer M train-other-500 1092, # BenW M train-other-500 1270, # Brendan Tannam M train-other-500 1214, # David Baldwin M train-clean-360 1255, # Daniel Paashaus M train-other-500 1152, # Brian Keith Barnes M train-clean-360 1158, # StarrDog M train-other-500 1256, # Graeme Dunlop M train-other-500 1215, # Kevin Maxson M train-clean-360 1274, # Jud Niven M train-clean-360 1168, # Epistomolus M train-clean-100 1089, # Bill Ruhsam M train-clean-360 1142, # Jonathan Burchard M train-other-500 1090, # Termin Dyan M train-other-500 1109, # Martin Geeson M train-other-500 1230, # Troy Bond M train-other-500 1150, # TexasSteve M train-other-500 1191, # Denise Lacey F train-other-500 1259, # Megan Argo F train-other-500 1238, # madmouth F train-other-500 1135, # Linda Andrus F train-clean-360 1247, # Sarah LuAnn F train-clean-100 1115, # Rachel Gatwood F train-clean-360 1065, # Bob Sherman M train-other-500 1204, # Dale A. Bade F train-clean-360 1174, # Frances Marcinkiewicz F train- 1257, # Availle F train-other-500 1239, # Rachell Lovett F train-clean-360 1273, # gmiteva F train-other-500 1242, # Richard Ellwood M train-clean-360 1093, # Katie Riley F train-clean-360 1063, # SuD F train-other-500 1098, # Kerry Hiles F train-other-500 1254, # Rosie F train-clean-100 1157, # Bev J Stevens F train-clean-360 1184, # Joseph Couves F train-other-500 1253, # Caroline Shapiro F train-other-500 1183, # Evelyn Clarke F train-other-500 1082, # Symmie F train-clean-360 1128, # Linda Ferguson F train-other-500 1108, # Paul McCartan M train-other-500 1202, # Joy Easton F train-clean-360 1226, # serenitylee F train-clean-360 1105, # Bridget Gaige F train-clean-360 1229, # RoseA F train-clean-360 1181, # J. Rebecca Franklin F train-clean-360 1231, # Abigail Bartels F train-other-500 1182, # tabithat F train-other-500 1217, # JimOCR M train-other-500 1171, # Roberta Carlisle F train-other-500 1268, # A. Janelle Risa F train-clean-100 1243, # Rachel P. F train-clean-360 1071, # js392 F train-other-500 ] # chunk_7 speaker_ids7 = [ 1428, # Gary Dzierlenga 1315, # John Dennison 1376, # mevans 1330, # William Peck 1400, # scrawl 1314, # Michael Wolf 1425, # Jonah Cummings 1438, # Tom Barron 1281, # garbageman99 1414, # Preston Scrape 1375, # Frank Adams 1410, # Zachary Johnson 1365, # Eric Leach 1302, # davidb 1354, # Kristen Zaza 1346, # Jeanie 1320, # Anita Fleming 1370, # Savanna Herrold 1290, # Veronica Jenkins 1437, # Charles RUHE 1297, # May Low 1440, # P Moscato 1433, # browneyedgirl32382 1366, # cher0520 1285, # Ric F 1399, # Jeanne Luft 1402, # Angel5 1303, # kiwafruit 1301, # Barbara Clements 1453, # Anna-Lisa Ott 1374, # pachayes 1373, # Maria Therese ] # chunk 8 speaker_ids8 = [ 1649, # Phineas Redux 1691, # sparks0314 1672, # Mike Wajda 1539, # Nathan Jordan 1610, # jgoffena 1512, # Matt Soar 1526, # Mike Harris 1647, # Patrick Reinhart 1636, # jessecoy 1676, # Gargoyle 1595, # Matthew Reece 1609, # Jacob Paul Starr 1671, # bobbybrill 1555, # Andrew Nelson 1657, # alwpoe 1592, # jerryB 1505, # Rom Maczka 1565, # bryan.peterson 1644, # Christopher Maust 1695, # Tina Nuzzi 1702, # Sirmelja 1697, # Lonelle Yoder 1596, # Joyce Couch 1660, # Jerry Romero 1524, # Elizabeth Barr 1643, # Linette Geisel 1543, # Lauren McCullough 1613, # Elsa Youngsteadt 1662, # GabrielleC 1587, # Claudia Wilson 1641, # Kirsten Wever 1614, # Jennifer Dionne 1603, # Christine Rodriguez 1546, # Carrie Heyes 1579, # Linda Velwest 1638, # Laura Victoria 1651, # Debbie Pieterse 1554, # Natalie Sullivan 1656, # Sharon Omi 1607, # Lynda Sizemore 1670, # dmbrought 1659, # kelleywyskiel ] # chunk_9 speaker_ids9 = [ 1785, # BR TRUEBRIT M train-other-500, timbre, min intonation 1776, # US dan_h M train-other-500, avg intoantion, timbre 1791, # US David Cummings M train-clean-360, avg intoantion, timbre 1707, # US David Olson M train-other-500, unique voice, intoantion, timbre 1801, # US John O M train-other-500, unique voice, min intoantion, timbre 1903, # US stephenreader M train-other-500, velvet unique voice 1856, # BR Craig Gulliver M train-other-500, avg intoantion, timbre 1906, # US Tony Russell M train-clean-360, dictor voice, avg intoantion, timbre 1806, # US Marc Pizzuti M train-other-500, avg intoantion 1828, # US David Wales M train-clean-100, avg intoantion, timbre 1849, # US Fred DeBerardinis M train-clean-100, avg intoantion, timbre, unique voice 1712, # BR Steve Belleguelle M train-other-500, avg intoantion, timbre 1853, # US Ron Altman M train-other-500, intoantion, unique voice, timbre 1805, # US Vince Dee M train-clean-100, unique voice, timbre 1838, # US Morey Kunin M train-clean-360, young voice, intoantion, timbre 1862, # US Alexandre Laplante M train-clean-360, young voice, intoantion, timbre 1915, # US T.E. McHenry M train-other-500, unique voice, dictor voice, intoantion, timbre 1772, # US haggisreflux M train-clean-360, intoantion, timbre 1831, # BR Nigel Boydell M train-other-500, unique voice, intoantion, timbre 1706, # BR Deborah Knight F train-clean-100, unique voice, intoantion, timbre 1908, # US fshort F train-other-500 1783, # US Sarah Crampton F train-clean-360 1781, # US humanode M train-clean-360, unique voice 1779, # US Wendy Almeida F train-clean-360 1839, # US James E. Carson M train-clean-360 1724, # US Juliana M. F train-clean-360 1728, # US Vinnie Tesla M train-clean-360 1907, # US Snapdragon F train-other-500 1881, # US Julienne F train-other-500 1802, # US selway F train-other-500 1826, # US John Hoerr M train-clean-100 1725, # BR Ruth Kidson F train-other-500 1764, # US ReadWriteLib F train-clean-360 1794, # US Michelle Remington F train-clean-360 1880, # US Christine Nendza F train-clean-360 1848, # US Monica Knuppe F train-clean-360 1736, # US Spike Holcomb F train-other-500 1841, # US Elena F train-clean-360 1836, # US Kendall Ashyby F train-other-500 1741, # US anjieliu F train-other-500 1803, # US Susan Hanfield F train-clean-360 1761, # US EliMarieHK F train-other-500 1745, # US Janet F train-clean-360 1713, # US dobsonfly F train-clean-100 1716, # US EyeBones F train-clean-360 1814, # US polkadotish F train-other-500 1709, # US CrowGirl F train-other-500 1763, # US Gen Jones F train-clean-360 1808, # US Rebecca King F train-clean-360 1811, # US Michelle Day F train-clean-360 1857, # US Amanda Friday F train-clean-360 1893, # US KirksVoice M train-other-500 1820, # US Feyaza F train-other-500 1771, # US Chelsea S. F train-other-500 1718, # US Caroline Driggs F train-other-500 1752, # US Shana Cohen F train-clean-360 1869, # US NastassiaS F train-other-500 1863, # US Tika Sabu F train-other-500 1723, # US Rachel Bossier F train-other-500 1798, # US C. L. W. Rollins F train-other-500 1755, # US Yvonne Smith F train-clean-360 1738, # US Lois C. Johnson F train-clean-360 1887, # US Jenna Lanman F train-clean-360 ] # chunk 10/11 speaker_ids10_11 = [ 1956, # Thomas Meaney 2049, # AdrianBisson 1978, # John Trevithick 2001, # Wesseling 2114, # Larry Beasley 2032, # doonaboon 2087, # James Bendall 2011, # pekein 2056, # acloward 2007, # Art Leung 2084, # Eberle Thomas 2115, # Pete Milan 1987, # Andrew White 1959, # DVoice 1954, # Szindbad 2036, # T.K. Kirven 1947, # Barbara Edelman 2045, # Linda Ciano 1979, # roeg11 2075, # Joy S Grape 2091, # Caroline Hemmerly Kunkle 2023, # Vickie Ranz 2014, # Eden Rea-Hedrick 1965, # redhed3095 1989, # Joannemmp 2040, # MJ Franck 1996, # Mary in Arkansas 1957, # Sarika Pawar 2100, # Katherine 2069, # Asta1234 2096, # Tara Dow 2095, # Diana Dolan 1995, # Jill Janovetz 2017, # CaprishaPage 2010, # Peggy 1998, # voicebynatalie 1952, # Katalina Watt 2094, # Meg Cowan 2065, # Muriel 2312, # Jon Kerfoot 2217, # Jesse Crisp-Sears 2197, # Mike Nelson 2282, # Robert Snoza 2192, # Sammy Bean 2268, # Greg Giordano 2278, # Jake Woldstad 2241, # Steven Reynolds 2239, # amaskill 2225, # nomorejeffs 2283, # Tim Cote 2230, # Sam Naishtat 2151, # MaxSitting 2141, # KateC 2314, # Cheri Jordan 2127, # Ron Lockhart 2147, # Shawn Bayern 2251, # Wiley Combs 2195, # Lynne Thompson 2272, # JamesMcAndrew 2156, # C F de Rosset 2292, # Arnold 2143, # Suebee 2333, # Anita Slusser 2233, # Alexis Castro 2305, # Brooke Cunningham 2247, # Lois Browne 2171, # Carolyne 2172, # Demosthenes 2291, # lewildesen 2194, # Iridescat 2331, # Madam Fickle 2317, # helengraves 2234, # Coreena 2209, # Samantha J Gubitz 2152, # Kristel Tretter 2267, # Frances Brown 2275, # NatalieOram 2298, # Sheila Wood 2138, # Jeannie Tirado 2220, # Loveday ] # chunk_12 speaker_ids12 = [ 2403, # Ian Quinlan M train-clean-360 2436, # IND josembi M train-other-500 2387, # Brett G. Hirsch M train-other-500 2444, # dsilber01 M train-clean-360 2419, # Gary Dana M train-clean-100 2453, # Krzysztof Rowinski M train-clean-360 2451, # DeanOBuchanan M train-clean-100 2473, # Eric Metzler M train-clean-360 2415, # Patrick Eaton M train-other-500 2379, # pjhoury M train-other-500 2377, # Jon Kissack M train-clean-100 2355, # yeknod M train-other-500 2452, # Walt Allan M train-other-500 2401, # Matt Parker M train-clean-360 2359, # Doug Reed M train-other-500 2425, # noblesavage M train-clean-100 2390, # sdaeley17 M train-clean-360 2461, # ScottReyonoldsVoice M train-clean-360 2371, # Alexander Hatton M train-clean-360 2479, # Daisy Flaim F train-clean-100 2483, # Tammy Porter F train-clean-360 2372, # Lynne Ray F train-clean-360 2422, # Jude Somers F train-clean-360 2357, # William Gavula M train-other-500 2439, # KHand F train-clean-360 2441, # Alison Stewart F train-clean-360 2413, # Joanne Rochon F train-clean-360 2383, # Emma Joyce F train-other-500 2378, # Jackie Drown F train-clean-360 2352, # Jaimie Noy F train-clean-100 2397, # Rebecca Braunert-Plunkett F train-other-500 2394, # TinaNygard2 F train-clean-100 2447, # Deena Rhoads F train-clean-360 2358, # Betty Perry F train-clean-360 2471, # MariaS F train-other-500 2468, # Erin Schellhase F train-clean-360 2370, # gloriousjob M train-clean-360 2341, # Haili F train-other-500 2469, # Kevin Owens M train-clean-100 2448, # Emily Maynard F train-clean-360 2351, # Nick Bulka M train-other-500 ] speaker_ids = speaker_ids1 + speaker_ids2 + speaker_ids3 + speaker_ids4 + speaker_ids5 + speaker_ids6 + speaker_ids7 + speaker_ids8 + speaker_ids9 + speaker_ids10_11 + speaker_ids12 # Selected for the fine-tuning selected_speakers = [ 574, # Daniel Shorten M train-clean-100 242, # J. Hall M train-other-500 536, # Robert Flach M train-other-500 82, # Andy Minter M train-other-500 672, # Stuart Bell M train-other-500 315, # Jean Crevier M train-other-500 628, # Bryan Ness M train-clean-100 61, # John Greenman M train-other-500 649, # Scarlett! F train-clean-360 105, # Marian Brown F train-clean-360 399, # entada F train-clean-360 89, # Paula Berinstein F train-clean-360 502, # Lee Elliott F train-other-500 102, # Maureen S. O'Brien F train-clean-100 544, # Miranda Stinson F train-clean-360 653, # cucciasv F train-other-500 465, # Leonie Rose F train-clean-100 96, # Kymm Zuckert F train-other-500 447, # Lee Ann Howlett F train-clean-360 165, # Elisabeth Shields F train-clean-100 430, # Millbeach F train-other-500 214, # Scott Splavec M train-clean-100 666, # Kelly Dougherty M train-clean-360 481, # Scott Sherris M train-clean-360 463, # Chris Hughes M train-other-500 273, # Andrew Lebrun M train-other-500 172, # Harvey Chinn M train-other-500 83, # Graham Williams M train-other-500 523, # Michael Loftus M train-clean-360 38, # Kurt Copeland M train-clean-360 248, # fieldsofgold M train-other-500 234, # Menno M train-other-500 145, # Mr. Baby Man M train-clean-360 250, # Quentin M train-clean-360 498, # Chris Gladis M train-clean-100 123, # Sean McGaughey M train-clean-360 171, # Paul Harvey M train-clean-360 49, # Kristen McQuillin F train-clean-100 588, # Kalynda F train-clean-360 117, # Caitlin Kelly F train-clean-360 657, # Shannon F train-other-500 275, # Zale Schafer (Rose May Chamberlin Memorial Foundat F train-clean-360 604, # Anne-Marie F train-other-500 64, # Christiane Levesque F train-clean-360 685, # Nikki Sullivan F train-clean-100 355, # Lana Taylor F train-clean-100 185, # Kim Braun F train-clean-360 52, # Cori Samuel F train-other-500 218, # Joy Chan F train-other-500 549, # AmyAG F train-other-500 617, # PJ F train-other-500 414, # Christabel F train-clean-100 382, # Kelli Robinson F train-clean-360 76, # ML Cohen M train-other-500 176, # Micah Sheppard M train-clean-360 233, # mikenkat M train-clean-360 390, # JimmyLogan M train-clean-360 393, # Tim Lundeen M train-clean-360 425, # RedToby M train-clean-360 398, # Sam Fold M train-other-500 372, # Jim Mullins M train-clean-360 99, # Stewart Wills M train-clean-100 340, # Nick Gallant M train-clean-100 40, # JemmaBlythe F train-other-500 118, # Brenda Dayne F train-clean-360 640, # David A. Stokely M train-other-500 50, # Dan Threetrees M train-clean-360 373, # Brooks Seveer M train-clean-360 124, # Steve Karafit M train-clean-100 314, # Carl Vonnoh, III M train-clean-360 531, # Fr. Richard Zeile of Detroit M train-other-500 383, # Mike Roop M train-other-500 710, # Sheila Morton F train-clean-100 450, # Heather Duncan F train-clean-360 645, # Micah M train-other-500 517, # Madame Tusk F train-other-500 479, # Wina Hathaway F train-other-500 30, # Ophelia Darcy F train-other-500 220, # Tina Tilney F train-clean-360 63, # Linda Wilcox F train-other-500 283, # Bethany Simpson F train-clean-360 644, # Cynthia Zocca F train-clean-360 677, # Allyson Hester F train-other-500 21, # Kelly Bescherer F train-other-500 552, # Mim Ritty F train-clean-100 80, # Fox in the Stars F train-clean-100 394, # swroot F train-clean-360 426, # Megan Stemm-Wade F train-clean-100 91, # Chris Goringe M train-other-500 108, # Kevin McAsh M train-clean-360 130, # Peter of Buckinghamshire England M train-other-500 661, # James Gladwin M train-other-500 216, # Dave Ranson M train-clean-100 164, # Ed Good M train-other-500 308, # Eric Connover M train-other-500 569, # Arouet M train-clean-360 313, # Tim Bulkeley M train-other-500 212, # Glen Hallstrom M train-other-500 15, # Chip M train-other-500 469, # Christian Pecaut M train-clean-360 294, # Diana Kiesners F train-clean-360 192, # Nocturna F train-clean-100 73, # Claire Goget F train-clean-100 417, # Kiki Baessell F train-clean-360 636, # Matthew Howell F train-other-500 36, # chriss the girl F train-other-500 668, # Jan Baxter F train-clean-360 403, # Igor Teaforay F train-clean-360 618, # Linnea F train-other-500 596, # Jo F train-other-500 499, # Tammy Sanders F train-clean-100 207, # Sage Tyrtle F train-other-500 1346, # Jeanie F train-other-500 1109, # Martin Geeson M train-other-500 770, # Pete Williams, Pittsburgh, PA M train-clean-360 1247, # Sarah LuAnn F train-clean-100 1526, # Mike Harris M train-other-500 908, # Quentin Manuel M train-clean-360 1183, # Evelyn Clarke F train-other-500 1438, # Tom Barron M train-other-500 1022, # peac M train-clean-100 1603, # Christine Rodriguez F train-clean-360 1425, # Jonah Cummings M train-clean-360 731, # Priya, India F train-other-500 782, # Alec Daitsman M train-clean-360 1090, # Termin Dyan M train-other-500 995, # Parrot M train-other-500 923, # Jane Greensmith F train-clean-360 766, # Clive Catterall M train-other-500 822, # kristiface F train-clean-360 897, # Jan Dawn Doronila F train-clean-360 1579, # Linda Velwest F train-clean-360 964, # Utek M train-clean-360 1414, # Preston Scrape M train-other-500 834, # Serin F train-other-500 1302, # davidb M train-clean-360 1135, # Linda Andrus F train-clean-360 1440, # P Moscato F train-clean-360 870, # Barbara Bulkeley F train-clean-360 1256, # Graeme Dunlop M train-other-500 1255, # Daniel Paashaus M train-other-500 1157, # Bev J Stevens F train-clean-360 934, # Darla F train-other-500 1281, # garbageman99 M train-clean-360 819, # n8evv M train-clean-360 1041, # mjbrichant F train-other-500 863, # K Hindall F train-clean-360 1303, # kiwafruit F train-clean-100 1115, # Rachel Gatwood F train-clean-360 1539, # Nathan Jordan M train-other-500 1428, # Gary Dzierlenga M train-other-500 1049, # Diana Solomon F train-other-500 1546, # Carrie Heyes F train-other-500 1089, # Bill Ruhsam M train-clean-360 1142, # Jonathan Burchard M train-other-500 1375, # Frank Adams M train-clean-360 881, # mpetranech M train-other-500 798, # Wyatt M train-other-500 1647, # Patrick Reinhart M train-clean-360 1587, # Claudia Wilson F train-clean-360 830, # musici123 F train-other-500 1592, # jerryB M train-other-500 839, # Ben Dutton M train-other-500 835, # Rachel Lintern F train-other-500 1273, # gmiteva F train-other-500 932, # Raerity F train-other-500 1108, # Paul McCartan M train-other-500 732, # Tysto M train-clean-360 781, # Megan Kunkel F train-other-500 1555, # Andrew Nelson M train-clean-360 1437, # Charles RUHE M train-clean-360 1402, # Angel5 F train-other-500 963, # MichelleHarris F train-clean-360 1181, # J. Rebecca Franklin F train-clean-360 818, # Matt Warzel F train-clean-360 1285, # Ric F M train-clean-100 797, # Chris Jones F train-other-500 1505, # Rom Maczka M train-clean-360 1214, # David Baldwin M train-clean-360 1636, # jessecoy M train-other-500 929, # Petra F train-other-500 1171, # Roberta Carlisle F train-other-500 817, # texttalker M train-clean-360 1433, # browneyedgirl32382 F train-clean-360 1158, # StarrDog M train-other-500 1000, # artos M train-other-500 848, # senshisteph F train-other-500 1596, # Joyce Couch F train-other-500 757, # Roger Melin M train-clean-360 1168, # Epistomolus M train-clean-100 741, # Nick Marsh M train-other-500 1649, # Phineas Redux M train-other-500 851, # Jennifer Lott F train-clean-360 808, # M. J. Boyle F train-other-500 1595, # Matthew Reece M train-clean-360 1370, # Savanna Herrold F train-other-500 1565, # bryan.peterson M train-other-500 944, # Sarafina Suransky F train-other-500 1268, # A. Janelle Risa F train-clean-100 771, # Isosceles F train-clean-360 752, # Cat Schirf F train-other-500 800, # Jack Farrell M train-clean-360 1005, # Beatrice F train-other-500 1229, # RoseA F train-clean-360 943, # Matthew C. Heckel M train-clean-360 891, # anoldfashiongirl F train-other-500 1226, # serenitylee F train-clean-360 1253, # Caroline Shapiro F train-other-500 1204, # Dale A. Bade F train-clean-360 1230, # Troy Bond M train-other-500 791, # David Kleparek M train-clean-100 1184, # Joseph Couves F train-other-500 1001, # TriciaG F train-clean-360 804, # FirstKnight F train-other-500 1641, # Kirsten Wever F train-clean-100 1259, # Megan Argo F train-other-500 1231, # Abigail Bartels F train-other-500 1410, # Zachary Johnson M train-other-500 1030, # Ancient mariner M train-other-500 1093, # Katie Riley F train-clean-360 1254, # Rosie F train-clean-100 1365, # Eric Leach M train-clean-360 831, # David Federman M train-other-500 1989, # Joannemmp F train-clean-100 1707, # David Olson M train-other-500 1849, # Fred DeBerardinis M train-clean-100 1808, # Rebecca King F train-clean-360 2292, # Arnold M train-clean-100 2415, # Patrick Eaton M train-other-500 1656, # Sharon Omi F train-clean-100 1676, # Gargoyle M train-clean-360 1881, # Julienne F train-other-500 2036, # T.K. Kirven F train-other-500 1761, # EliMarieHK F train-other-500 2115, # Pete Milan M train-other-500 1803, # Susan Hanfield F train-clean-360 1798, # C. L. W. Rollins F train-other-500 1723, # Rachel Bossier F train-other-500 2341, # Haili F train-other-500 2468, # Erin Schellhase F train-clean-360 1725, # Ruth Kidson F train-other-500 2010, # Peggy F train-other-500 1853, # Ron Altman M train-other-500 2359, # Doug Reed M train-other-500 2422, # Jude Somers F train-clean-360 2234, # Coreena F train-other-500 2156, # C F de Rosset F train-other-500 2483, # Tammy Porter F train-clean-360 1781, # humanode M train-clean-360 2275, # NatalieOram F train-other-500 2390, # sdaeley17 M train-clean-360 2314, # Cheri Jordan F train-clean-360 2413, # Joanne Rochon F train-clean-360 1697, # Lonelle Yoder F train-other-500 1718, # Caroline Driggs F train-other-500 2387, # Brett G. Hirsch M train-other-500 2331, # Madam Fickle F train-clean-100 1783, # Sarah Crampton F train-clean-360 2397, # Rebecca Braunert-Plunkett F train-other-500 2357, # William Gavula M train-other-500 1670, # dmbrought M train-other-500 1987, # Andrew White M train-clean-360 1755, # Yvonne Smith F train-clean-360 2192, # Sammy Bean M train-other-500 1716, # EyeBones F train-clean-360 1828, # David Wales M train-clean-100 2251, # Wiley Combs M train-clean-360 2065, # Muriel F train-clean-360 2017, # CaprishaPage F train-other-500 1947, # Barbara Edelman F train-other-500 1738, # Lois C. Johnson F train-clean-360 1791, # David Cummings M train-clean-360 2045, # Linda Ciano F train-clean-360 2452, # Walt Allan M train-other-500 2040, # MJ Franck F train-other-500 1831, # Nigel Boydell M train-other-500 2371, # Alexander Hatton M train-clean-360 1954, # Szindbad M train-other-500 1836, # Kendall Ashyby F train-other-500 2436, # josembi M train-other-500 2383, # Emma Joyce F train-other-500 2278, # Jake Woldstad M train-clean-360 1741, # anjieliu F train-other-500 1857, # Amanda Friday F train-clean-360 2370, # gloriousjob M train-clean-360 1907, # Snapdragon F train-other-500 2225, # nomorejeffs M train-clean-360 2439, # KHand F train-clean-360 2239, # amaskill M train-other-500 2007, # Art Leung F train-clean-360 2283, # Tim Cote M train-clean-360 1712, # Steve Belleguelle M train-other-500 2094, # Meg Cowan F train-clean-360 1772, # haggisreflux M train-clean-360 2317, # helengraves F train-clean-360 2241, # Steven Reynolds M train-clean-360 2011, # pekein M train-clean-360 1826, # John Hoerr M train-clean-100 1695, # Tina Nuzzi F train-clean-360 2451, # DeanOBuchanan M train-clean-100 1771, # Chelsea S. F train-other-500 2441, # Alison Stewart F train-clean-360 1745, # Janet F train-clean-360 2358, # Betty Perry F train-clean-360 2197, # Mike Nelson M train-other-500 2014, # Eden Rea-Hedrick F train-other-500 1672, # Mike Wajda M train-clean-360 2394, # TinaNygard2 F train-clean-100 1657, # alwpoe M train-clean-360 1728, # Vinnie Tesla M train-clean-360 1805, # Vince Dee M train-clean-100 2143, # Suebee F train-clean-360 2084, # Eberle Thomas M train-other-500 2479, # Daisy Flaim F train-clean-100 2152, # Kristel Tretter F train-clean-360 2268, # Greg Giordano M train-clean-360 1839, # James E. Carson M train-clean-360 2056, # acloward M train-clean-360 1814, # polkadotish F train-other-500 2127, # Ron Lockhart M train-clean-100 2114, # Larry Beasley M train-clean-360 2469, # Kevin Owens M train-clean-100 2447, # Deena Rhoads F train-clean-360 1724, # Juliana M. F train-clean-360 1869, # NastassiaS F train-other-500 2209, # Samantha J Gubitz F train-clean-360 2171, # Carolyne F train-other-500 2403, # Ian Quinlan M train-clean-360 2032, # doonaboon M train-other-500 2075, # Joy S Grape F train-clean-360 ]