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# 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
]