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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    CastError
Message:      Couldn't cast
units: list<item: string>
  child 0, item: string
unit_to_class: struct<<sil>: int64, a: int64, b: int64, c: int64, d: int64, dw: int64, e: int64, f: int64, g: int64 (... 291 chars omitted)
  child 0, <sil>: int64
  child 1, a: int64
  child 2, b: int64
  child 3, c: int64
  child 4, d: int64
  child 5, dw: int64
  child 6, e: int64
  child 7, f: int64
  child 8, g: int64
  child 9, gy: int64
  child 10, h: int64
  child 11, hw: int64
  child 12, hy: int64
  child 13, i: int64
  child 14, j: int64
  child 15, k: int64
  child 16, kw: int64
  child 17, ky: int64
  child 18, l: int64
  child 19, m: int64
  child 20, n: int64
  child 21, nw: int64
  child 22, ny: int64
  child 23, o: int64
  child 24, p: int64
  child 25, r: int64
  child 26, s: int64
  child 27, t: int64
  child 28, tw: int64
  child 29, u: int64
  child 30, v: int64
  child 31, w: int64
  child 32, x: int64
  child 33, y: int64
  child 34, z: int64
  child 35, ɔ: int64
  child 36, ɛ: int64
frame_counts: struct<a: int64, n: int64, e: int64, ɛ: int64, o: int64, s: int64, i: int64, m: int64, t: int64, b: (... 298 chars omitted)
  child 0, a: int64
  child 1, n: int64
  child 2, e: int64
  child 3, ɛ: int64
  child 4, o: int64
  child 5, s: int64
  child 6, i: int64
  child 7, m: int64
  child 8, t: int64
  child 9, b: int64
  child 10, ɔ: int64
  child 11, k: int64
  child 12, d: int64
  child 13, u: int64
  child 14, r: int64
  child 15, y: int64
  child 16, f: int64
  child 17, w: int64
  child 18, p: int64
  c
...
 int64, o: int64, m: int64, s: int64, i: int64, ɔ: int64, b (... 298 chars omitted)
  child 0, a: int64
  child 1, n: int64
  child 2, ɛ: int64
  child 3, e: int64
  child 4, o: int64
  child 5, m: int64
  child 6, s: int64
  child 7, i: int64
  child 8, ɔ: int64
  child 9, b: int64
  child 10, t: int64
  child 11, d: int64
  child 12, k: int64
  child 13, y: int64
  child 14, u: int64
  child 15, w: int64
  child 16, r: int64
  child 17, f: int64
  child 18, p: int64
  child 19, h: int64
  child 20, l: int64
  child 21, ny: int64
  child 22, g: int64
  child 23, c: int64
  child 24, ky: int64
  child 25, v: int64
  child 26, hw: int64
  child 27, kw: int64
  child 28, gy: int64
  child 29, dw: int64
  child 30, hy: int64
  child 31, tw: int64
  child 32, j: int64
  child 33, nw: int64
  child 34, z: int64
  child 35, x: int64
  child 36, q: int64
  child 37, gw: int64
config: struct<chunk_ms: int64, chunk_stride_ms: int64, min_unit_score: double, min_utt_score: double, min_u (... 161 chars omitted)
  child 0, chunk_ms: int64
  child 1, chunk_stride_ms: int64
  child 2, min_unit_score: double
  child 3, min_utt_score: double
  child 4, min_unit_count: int64
  child 5, silence_as_ignore: bool
  child 6, silence_energy_percentile: double
  child 7, min_silence_gap_ms: int64
  child 8, max_chunks_per_split: int64
  child 9, splits: list<item: string>
      child 0, item: string
mean_score: double
n_frames: int64
text: string
n_units: int64
utt: string
row: int64
duration: double
to
{'utt': Value('string'), 'row': Value('int64'), 'duration': Value('float64'), 'n_frames': Value('int64'), 'n_units': Value('int64'), 'mean_score': Value('float64'), 'text': Value('string')}
because column names don't match
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1827, in _prepare_split_single
                  for key, table in generator:
                                    ^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 613, in wrapped
                  for item in generator(*args, **kwargs):
                              ~~~~~~~~~^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 343, in _generate_tables
                  self._cast_table(pa_table, json_field_paths=json_field_paths),
                  ~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 132, in _cast_table
                  pa_table = table_cast(pa_table, self.info.features.arrow_schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2378, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2306, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              units: list<item: string>
                child 0, item: string
              unit_to_class: struct<<sil>: int64, a: int64, b: int64, c: int64, d: int64, dw: int64, e: int64, f: int64, g: int64 (... 291 chars omitted)
                child 0, <sil>: int64
                child 1, a: int64
                child 2, b: int64
                child 3, c: int64
                child 4, d: int64
                child 5, dw: int64
                child 6, e: int64
                child 7, f: int64
                child 8, g: int64
                child 9, gy: int64
                child 10, h: int64
                child 11, hw: int64
                child 12, hy: int64
                child 13, i: int64
                child 14, j: int64
                child 15, k: int64
                child 16, kw: int64
                child 17, ky: int64
                child 18, l: int64
                child 19, m: int64
                child 20, n: int64
                child 21, nw: int64
                child 22, ny: int64
                child 23, o: int64
                child 24, p: int64
                child 25, r: int64
                child 26, s: int64
                child 27, t: int64
                child 28, tw: int64
                child 29, u: int64
                child 30, v: int64
                child 31, w: int64
                child 32, x: int64
                child 33, y: int64
                child 34, z: int64
                child 35, ɔ: int64
                child 36, ɛ: int64
              frame_counts: struct<a: int64, n: int64, e: int64, ɛ: int64, o: int64, s: int64, i: int64, m: int64, t: int64, b: (... 298 chars omitted)
                child 0, a: int64
                child 1, n: int64
                child 2, e: int64
                child 3, ɛ: int64
                child 4, o: int64
                child 5, s: int64
                child 6, i: int64
                child 7, m: int64
                child 8, t: int64
                child 9, b: int64
                child 10, ɔ: int64
                child 11, k: int64
                child 12, d: int64
                child 13, u: int64
                child 14, r: int64
                child 15, y: int64
                child 16, f: int64
                child 17, w: int64
                child 18, p: int64
                c
              ...
               int64, o: int64, m: int64, s: int64, i: int64, ɔ: int64, b (... 298 chars omitted)
                child 0, a: int64
                child 1, n: int64
                child 2, ɛ: int64
                child 3, e: int64
                child 4, o: int64
                child 5, m: int64
                child 6, s: int64
                child 7, i: int64
                child 8, ɔ: int64
                child 9, b: int64
                child 10, t: int64
                child 11, d: int64
                child 12, k: int64
                child 13, y: int64
                child 14, u: int64
                child 15, w: int64
                child 16, r: int64
                child 17, f: int64
                child 18, p: int64
                child 19, h: int64
                child 20, l: int64
                child 21, ny: int64
                child 22, g: int64
                child 23, c: int64
                child 24, ky: int64
                child 25, v: int64
                child 26, hw: int64
                child 27, kw: int64
                child 28, gy: int64
                child 29, dw: int64
                child 30, hy: int64
                child 31, tw: int64
                child 32, j: int64
                child 33, nw: int64
                child 34, z: int64
                child 35, x: int64
                child 36, q: int64
                child 37, gw: int64
              config: struct<chunk_ms: int64, chunk_stride_ms: int64, min_unit_score: double, min_utt_score: double, min_u (... 161 chars omitted)
                child 0, chunk_ms: int64
                child 1, chunk_stride_ms: int64
                child 2, min_unit_score: double
                child 3, min_utt_score: double
                child 4, min_unit_count: int64
                child 5, silence_as_ignore: bool
                child 6, silence_energy_percentile: double
                child 7, min_silence_gap_ms: int64
                child 8, max_chunks_per_split: int64
                child 9, splits: list<item: string>
                    child 0, item: string
              mean_score: double
              n_frames: int64
              text: string
              n_units: int64
              utt: string
              row: int64
              duration: double
              to
              {'utt': Value('string'), 'row': Value('int64'), 'duration': Value('float64'), 'n_frames': Value('int64'), 'n_units': Value('int64'), 'mean_score': Value('float64'), 'text': Value('string')}
              because column names don't match
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1369, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      builder, max_dataset_size_bytes=max_dataset_size_bytes
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                  ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1694, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ~~~~~~~~~~~~~~~~~~~~~~~~~~^
                      gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  ):
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1880, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

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utt
string
row
int64
duration
float64
n_frames
int64
n_units
int64
mean_score
float64
text
string
agric_00000_000000
0
30
3,001
202
-0.5857
na ɛsɛ transport officer okay na na adwuma no a na mereyɛ no na kwaadwuma no nso mede abata ho na adwuma no broni bɛkaa sɛ na ɛyɛ mede gyegye m'ani oh okay a yɛbɛfrɛ no sɛ hall bi nti nyɛ adeɛ sɛ mekɔ agreed school bi ɛkɔ suae anaasɛ merekɔsua no deɛ na ɔmo nyinaa yɛ
agric_00000_000001
1
30
3,001
187
-0.8273
ɔhyeɛfoɔ ɛyɛ cocoa a ɛno aba abɛyɛ nsɛm nna hɔ adwuma a woyɛeɛ woakyerɛkyerɛ sɛ yɛduru baabi koraa na wo de cup ne ade na ɛyɛ irrigation ɛno yɛde adikan deɛ ɔde yɛpɛ hu no sɛ woyɛ adwuma na adɔ ne ne nkeka ho ne adeɛ no na ɛte sɛn because bi da
agric_00000_000002
2
30
3,001
166
-1.0417
ɔmo bɛ twaa ɔmo bɛma yɛ cocoa nurse na yɛde adua na ɔmo ama yɛn borɔdeɛ nti ɔmo bɛyɛ lie and pergen line mpɛ no bɛyɛ 10 feet 10 feet no yɛ wie a na yɛama wo cocoa na ɔde asi borɔdeɛ no nkyɛn enti mmom deɛ manya nto because
agric_00000_000003
3
30
3,001
171
-0.7599
ɛbɛ hyɛ ɔmo nkuran esiane sɛ pollination aba abɛsu ghana sin paa ama yɛ cocoa ɛrekɔso ayekoo amen agya mema ei mepawokyɛw wo din ɛne adwuma a ɔyɛ yoo yɛfrɛ me clemente yammoa meyɛ cocoa adwuma na mesan ayɛ account hɔ
agric_00000_000004
4
30
3,001
183
-0.9316
dɛn one for life na adɛn na heart ɛna mofaeɛ yes ɛɛ one for life no deɛ ɛyɛ akoma because yɛhwehwɛɛ mu ara ɛyɛ me sɛ ɔpɛ mpaninfoɔ company no bɔɔl no ɛtenase ɛhefa ɛna ɛba societal leader yɛbɛtumi complain sɛ daabi akoma yɛyɛ no sɛ
agric_00000_000005
5
30
3,001
190
-0.5556
tete wo tia meyɛ plan breeder na ɛberɛ biara no yɛ adwuma no deɛ yɛyɛ no sɛ yɛ ne akuafoɔ ɛne ɔmo a ɔmo de nkate a ɛyɛ ɔmo adwuma ebia ɔmo a ɔmo tɔn ne ɔmo a ɔmo de ɛyɛ nnuane ahodoɔ ɛdi nsa wɔ soɔ ɛbisa yɛ creative variation bebree na y'aseleksi
agric_00000_000007
7
30
3,001
172
-0.5735
wobɛtumi anya bi atɔ sɛdeɛn ka kyerɛ wo no sɛ interview wei akɔ akɔyɛ afebɔɔ kakra esiane sɛ 24 ɛkɔ n'awieeɛ no na utv a ɛkɔ dwuma deɛ ɛyɛ interview nti wo wura 2021 season no mu na wopɛ seedni bi adua still wokɔyɛ youtube page
agric_00000_000008
8
30
3,001
222
-0.7489
yi na afei na mepɛ agyapadeɛ mennim me papa okay me papa na ɔwɔ asante region kɔkɔɔ okay enti owu wɔ hɔ no ɛna ɔmo sɛ adeɛ a costri mu yɛwoo me hɔ na yɛde me kɔɔ siri mu mekɔtena hɔ ara na brɛboɔ no nkɔ yie me ne me mmɔre no yɛ brɛ ɛna mesan ba asanteni afei na wanya mfeɛ sɛn because deɛ
agric_00000_000009
9
30
3,001
153
-0.5506
woba nso a wonya bi tɔ hwɛ wohwɛfoɔ yi afoforɔ na ɛda ha yi dada yi da hɔ na wafuo bɛyɛ 800 mmɔdenbɔ sɛbe abansoro yase ɛyɛ yɛn ara nti menfa saa akwanya nso akyerɛ me nuanom a ɛhɔ ara ama no ne no a obi wɔ hɔ
agric_00000_000011
11
30
3,001
172
-0.79
sɛ anka ɛyɛ wasoma bɛka akyerɛ ghanafoɔ titiriw ne mmabunu no ɔyɛ adwuma ho yoo deɛ mɛka akyerɛ titiriw ɛwɔ mmabunu ho sɛ kwa adwuma na yɛmfa no sɛ tete hɔ no sɛbi yɛse yɛkɔ school no yi yɛn time no deɛ nanka woyɛ bɔne ama
agric_00000_000012
12
30
3,001
184
-0.4031
na mehunu sɛ na ɛwɔ fam na ɛwɔ fam paa enti yɛnhwɛ afei yɛmmra na twa so yɛtwa awie ɛɛ yɛ sɛdeɛ bɔhyɛ no si teɛ sɛ yɛbɛ dua bɔɔdeɛ na yɛdua cocoa ne adeɛ no yɛwieeɛ no ɛwɔ mu sɛ aban no so ɔdɔ aseɛ afa apaafoɔ adwuma wafa apaafoɔ ama ɔmo adua
agric_00000_000013
13
30
3,001
190
-0.6585
kokoo no mu yie ɛba saa nso a ano no ɛha wo bebree ɛba saafoɔ yi afɔrtilize akwadaa na wobɛbɔ a esiane sɛ ahaban no yɛ bebree nti no wontumi nnya nsunsuansoɔ papa wɔ mu enti pruni no deɛ ɛyɛ adeɛ bi akuani biara afe biara at least yɛnhwɛ sɛ na
agric_00000_000014
14
30
3,001
117
-0.6435
nnua aboa na nsuo atumi atɔ ama yɛn atwetwe nkɔmɔ no nyinaa yɛ kuadwuma no bi yɛn ho mmra eeiii abusuafoɔ mo akwaaba ɛɛ yɛne panin no ɛbɛtwetwe nkɔmɔ agya
agric_00000_000016
16
30
3,001
223
-0.7681
mo nom nsuo paa nti no ɔnni nyinaa nsuo ɛyɛ nsuo ɛyɛ nsuo nti no wobɛhunu sɛ na emofo rolling so no yɛbisa sɛ ɔmo di afra ɛbaa ne barima na yɛhu ɔmo wɔ ha yi anaasɛ ɛyɛ mmaa nkoaa mmarima nkoa yɛka sɛ broiler a ɛyɛ brilaa okay yɛnhwɛ ɔmo abɛduru ha yi but yɛ hu sɛ ayɛ sɛ wohwɛ nkokɔ nkae
agric_00000_000017
17
30
3,001
273
-0.7802
this year nana yɛpɛ sɛ wei aban ɛne development part no obiara hunu sɛ wei women with abilities no bebree naa ɛboa to provide nutrition mo kɔeɛ no deɛ bɛn ne deɛbɛyɛ no deɛ bɛn na ɔmo yɛ western region nim sɛ cocoa adwuma ahodoɔ bɛn so na yɛnuanom mmaa yi ɛreyɛ a sɛbe ɛbi mo adi dɛm so ɔmo de aduane bɛsi yɛ tables yoo ...
agric_00000_000018
18
30
3,001
252
-0.6814
mu nsuo no yɛpɛ sɛ ɛba fɔm kakra na sɛneɛ mediikan kyerɛɛ mu no ɛwɔ 25 fɛnt ɛmu ɔha mu aduonu nnum nsuo a dodoɔ a ɛwɔ mu no no yɛwɔ sɛ yɛtumi ɛde ba 18 percent a ɛyɛ 18 ɔmo 18 okay nti na kyerɛ sɛ abusuafoɔ ɔkyire mu a na kyerɛ sɛ yɛbɛtoa so ahata kakra because ɔpayɛ sɛ ɛwɔ sɛ nsuo no firi mu kakra nsuo no a ɛwɔ aburo ...
agric_00000_000019
19
30
3,001
205
-0.5477
adwuma koraa ɛnyɛ den biara me dɔ koraa ɛnyɛ den ama no nti obi a wobɛtumi ayɛ adi no anyɛ den wei a medɔ no mewɔ obi a ɔmo boa me nso me mma sika kakra na ɔmo aboa me afuo no nafuo no ayɛ kama wei deɛ yɛtwetwe nkɔmmɔ yi ɛyɛ den na mmaa no bi nso wɔ ha akua adwuma no ɛde ma wo
agric_00000_000020
20
30
3,001
177
-0.8724
ama aburo no one ɛsa so tee ɛwɔ lines lines mu okay ɛna yɛ set plant no nso sɛ ɛbɛyɛ a ɛɛ between one plant and another no space no ɛyɛ the same ooh okay alright nti ɛboa ɛboa paa ama ne dua no mu no na yɛnhwɛ sɛ wose ɛsa so na ɔnhwɛ
agric_00000_000021
21
30
3,001
169
-0.6719
ne story ne nyinaa so no yɛbɛ pɛ sɛ yɛbɛ take control no sɛn na yɛtumi control mprako no nipa dodoɔ sɛn na wo ne ɔmo yɛ adwuma yi wo work force ɛte sɛn because yɛhunu sɛ wonyin deɛ ayi kɔ dwumadie ebia daakye aba ha biom
agric_00000_000022
22
30
3,001
189
-0.7428
bisa wɔ mo nea enti a ɔmo ntumi nyɛ afuo no ɛwɔ large scale like ɔmo nyɛ no kɛseɛ kɛseɛ head because obi wɔ hɔ a ɔmo yɛ no kakraa bi ɛna titiriw mmaa no nsoso no bebree no ara ntumi nyɛ like ɔmo yɛ afuo no a ɔmo yɛ no kakra nketewa monnyɛ nkɔ aries
agric_00000_000023
23
30
3,001
185
-0.5821
but obi nso rehwɛ ɛbɛyɛ obi fɛ nneɛma foforɔ bɛn na 2012 yɛnhwɛ anim sɛ ministry of fishries ɛna kɔ court a mede bɛwura kuayɛ mu ɛyɛ nyame ne pɛ a 2020 yɛde nnoɔma bebree ɛtoɔ akwan mu wobɛhwɛ a other countries no ɔmo yɛ ama ɛyɛ fishes no akwannya na
agric_00000_000024
24
30
3,001
175
-0.3744
erm medaase menua ɛyɛ me sɛ 2017 ansa na mebɛkɔ awors no na ayɛ gu so ara na ɛsɛ medinkan kaa no wɔ me nkasa yɛ hu sɛ moayɛ no ɛbi yɛ nantwie na ebi yɛ poultry nkokɔ adwan ne mponkye so ɛna fish pound nso ɛka ho nti mmoa yɛ nono ɛne no
agric_00000_000025
25
30
3,001
206
-1.0828
ɛyɛ by day anaasɛ ɔmo te na wone ɔmo akyɛ ɔmo te na yɛakyɛ mokyerɛ mo sɛn yɛ kyɛmu 4:33 na ɛno ne nea wobɛtumi ɔmo ka no the one na yɛhwɛ a ɛnom ɔyɛ sei deɛ mebɛtua ɔmo kwa ɛno yɛ kyɛn sɛdeɛ wobɛtu ɔmo ka na asaase no ɛyɛ wo ara wo deɛ anaa wo hann me a me dea wɔato ne hann wonnhan
agric_00000_000026
26
30
3,001
147
-1.6405
nananom akuafo ee akuafoɔ yɛ da mo ase o akuafoɔ yɛda mo ase naa na akuafo ɛyɛ akuafoɔ yɛ da mo ase nyansa baako ano a akuafoɔ ghana akuafo emu ayɛ bi oo akuafoɔ emu ayɛ biara eei hwan bio
agric_00000_000028
28
30
3,001
189
-0.6151
kwan a ɛbɛfa so a yɛbɛtumi atete the sizes of the greenhouse no so ama ankorankoro a ɔmo yɛ ɔmo adwuma obi wɔ hɔ a ɔyɛ lawyer obi yɛ judge obi yɛ minister obi yɛ mp obi yɛ generalist nanso n ani gyei adwuma ho a ɔpɛ sɛ nka ɔno ara tɔ so dea betumi
agric_00000_000029
29
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3,001
198
-0.5757
bɛn bere bɛn kwan bɛn ɛna yɛfa so ko saa adeɛ na me mangofoɔ na mayɛ no mensuro nkɔ nkɔtwa ngu na mmom mɛtumi atoa so ayɛ okay medaase ɛnti first one no a yɛbɛ tackle no yɛ ɛɛm insects no ɛyɛ store no na ɛyɛ very important ɛnti first refu no time no yɛ sɛ
agric_00000_000030
30
30
3,001
195
-0.716
monyɛ sɛn wohwɛ a wokeka bom a sɛn na monya fie na obi wɔ hɔ no ɔmo te nkran asaase yi so no aburokkeka w'ani abetɔ sɛn na first akwan no deɛ nanso afuo no nso sei me yɛ nyaa bɛyɛ 20 ɛwɔ one place pɛ mhm difference nti mhmm 21 no anaa sɛ 50 kilos de akɛseɛ no ma five
agric_00000_000031
31
30
3,001
108
-0.89
region de bɛn na ɛwɔ wo tirim wokɔ w'anim da bɛn biom na wopɛ me me din na mo ima ha na woyɛ nyiniel government ayi me tɔ me kaa woamber na wa
agric_00000_000032
32
30
3,001
198
-0.4847
boa ma ɔman no nyinaa atu mpɔn nti no meyɛɛ m'adwene de ɔpɛ yɛ sɛ ɛneɛ mɛba nti no anuanom na ɛnyɛ easy me first time wɔ kuro wei mu no na ɛyɛ den kakra because na asetena mu ne ade ade nti first time a mebɛduruu kuro no mu na mese ɛnneɛ mɛtumi me lie onnipa
agric_00000_000033
33
30
3,001
163
-0.6852
but wonya abotare a wotumi yɛ ma no yie me ne wo yere no koraa koraa no hwɛ camera mu no aka biribi kyerɛ utv ahwɛfoɔ na dodoɔ no na titire ne ghana a mɛbu no adwuma ɛnyɛ adwuma bɔne de bɛn na ɛbɛba wiase kama yɛn adu
agric_00000_000034
34
30
3,001
215
-0.5042
ɛne ɔmo a ɔmo boa ɛyɛ kua adwuma nyinaa ama ɔmo aba ama yɛabɛkyerɛkyerɛ ɔmo enti deɛ ɛdi kan a ɛno nti yɛayɛ saa modern farm wei ɛyɛ demonstration yi yɛreyɛ ama ɛyɛ akuafoɔ aba five ɛyɛ varieties akuafoɔ aba na ɔmo abɛ yi deɛ ɛbɛtumi aboa wo paa ebi wɔ hɔ nom a 85 days abɔnten
agric_00000_000035
35
30
3,001
178
-0.3503
ne nkɔsuaa yɛredi ani nyinaa no time biara no ɛsɛ sɛ yɛma ɔman no ɛnam a ahoɔden wɔ mu kosuaa ahoɔden mu ebia na obi te baabi na ɔnka nsoso no ho ɛna ɔnoa nso so ɔhyɛ hɔ ɛna ɔreyɛ deɛ ɔpɛ ɛba no saa na ɛyɛ effective na anka obiara
agric_00000_000036
36
30
3,001
276
-0.618
no na mmoa bi yɛfrɛ ɔmo nkakapɛ saa na yɛfrɛ ɔmo twi mu okay ɔmo ba abɛ ba borɔdeɛ no ase enti borɔdeɛ no si hɔ a wobɛhunu sɛ ewu enti ɛwɔ sɛ wopɛ sɛ saa mmoa no ɛkyɛ ansa na ɔmo aba sɛ yɛdane sebɔ a ɔmo bɛba but no si asaase no so kyɛ a ɔmo bɛba aseɛ but wopɛ sɛ ɛkyɛ ansa no ɔmo aba bɛha borɔdeɛ no deɛ a gye sɛ wotete...
agric_00000_000037
37
30
3,001
266
-0.4649
fertilizer yɛde ma akuafoɔ no de bɛsii computerfoɔ no so ɛna wɔn akyɛeɛ enti okuani biara bɛdi adanseɛ sɛ fɛ laza ne nsa kaaeɛ no ɔde agu no afuo no yɛtɔ so mmienu yɛkɔfaa fidii a ɛde twa mfuo mu na wɔboroni slashers yɛde brɛ corporate so no ɔno de atwamfoɔ no mu ama ayɛ kamakama ɛba no saa a yareɛ so te ɛyɛ anonom no ...
agric_00000_000038
38
30
3,001
184
-0.7191
yɛntwa yɛho mmra yɛba a yɛde nka w'atwetwe no ɛbɛhyehyɛ so ayekoo yareɛ abusua mo akwaaba sɛdeɛ mesi bɔ wo amaneɛ no ma me mma yi kuani no ɛ na afei yɛngye nkɔmɔ twetwe tie bi na mfatoho deɛ ɛboa nipa abrabɔ paa nti anka me ho na yɛne twe nkɔmɔ a
agric_00000_000039
39
30
3,001
154
-0.6059
district bamboi baba tour na yɛbɛtwetwe nkɔmɔ ɛha na yɛde mosi nyame yɛ adom me da foforɔ nkɔtwetwe bi a ɛwɔ adwumakuo adwuma tu mpo na ɛkɔ dwumadie yɛde bɛbrɛ mo y'akra mo nananom akuafoɔ hwan biology
agric_00000_000041
41
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3,001
185
-0.8613
sɛn ɛna wo to ɔmofo no atumi ayɛ yie wei deɛ y'anya wo wɔ fie nti nigeriafoɔ monnyɛ no biom kwan bɛn na wofaso etu afu na yɛn nso yɛ fie ha sei nkran rush awakyerɛ sɛ obiara bɔ wo ho mmɔden kwan bɛn na wonfa so aboa yi ɛkwan a mɛfa sole of africa
agric_00000_000042
42
30
3,001
149
-0.8392
so ɛberɛ yi ɛyɛ berɛ a ɛɛ nnoɔma ɛnkɔ yie nanso sɛdeɛ meka no daa ɛwɔ adeɛ a ɛhyɛ me yi ho no kyerɛ sɛ nnoɔma nyɛ nanso ɛyɛ dɛn a yɛbɛdidi nti youtube a ɛkɔ adwumadie no ministry of agriculture
agric_00000_000043
43
30
3,001
295
-0.7776
cooperative no nti kɔpetifo no ɛmu nkyerɛkyerɛ ɛna ɛkɔ political no ara nso yɛn nso yɛboaboa yɛn ho yɛ kɔ yi ha na yakɔboa no ɛkɔ yi ha na y'akɔboa no nhyehyɛ yɛwura mu yɛ kɔ wo a wodin yaa na yakasa ho akyerɛ wo na yakyerɛ wo kwan a wobɛfa so a wobɛyɛ cocoa no nso yɛmmra mo nsaase no so kakra agyafoɔ yɛbɛdi nkɔmmɔ bio...
agric_00000_000044
44
30
3,001
232
-0.6752
sɛ ɛnyɛ nokware kwa na mmom ɛwɔ nnoɔma bi nti na area biara ne adeɛ a wo duru a ɛkɔ yie no infact wo hwɛ aman mu ha na yɛwɔ baabi a ɛyɛ a predominantly no yɛ dua number yɛ bi ɛnyɛ bachance okay usually ɛhɔ asaase no sɛdeɛ asaase no si teɛ ɛɛm asaase no sɛ ɛyɛ ɛyɛ plane ɛda hɔ level anaasɛ mopɛ wɔ mu ɛne
agric_00000_000045
45
30
3,001
92
-1.1337
okay great ma memmisa wei ɛɛ yɛreka yɛka adebɔneyɛfoɔ ba mu no yɛmfa no sɛ koko brd ɛyɛ cocoa health development
agric_00000_000046
46
30
3,001
189
-0.3581
detwa aduro yɛde fa aduro adi gu afuo soɔ anaa afei w'aburo yi wo susu a sɛn na ɛbɛkɔ n'akwan bɛn koraa nso na wowie a wotɔn no wode sie anaasɛ wobu yɛ a na ɔretutu akɔtɔn aburo eka bɛyɛ ɛnan wode w'ani so a wobɛnya bɛɛma wayɛ sei amanfoɔ bɛwe bi
agric_00000_000047
47
30
3,001
159
-1.0932
bɛtena so a ɛtumi hunu sɛ no na ɛno deɛ wakyerɛ mu but memmisa no sɛ sɛ meyi wie na ebia oh mayɛ busy megya bi sei ano ha for baabi a three four hours nti yɛkɔ duru ha kyerɛ sɛ ɔmo ayɛ ready wɔ hɔ a ɔmo bɛ start
agric_00000_000048
48
30
3,001
113
-0.6536
adwuma no ayekoo yadwuma no sɛ wayɛ na watumi de bi akɔ ɔman foforɔ so na ɔman no dan wo ɛno ne sɛ the ss no ghana coco ɛna ɛno deɛ yɛ dua a yɛdi bi wɔ
agric_00000_000049
49
30
3,001
174
-1.028
da mo ase o akuafoɔ yɛda mo ase abusuafoɔ da hwan wɔ asante akyem agogodwa so ɛna yɛwɔ yi na yɛne agriga director yɛnhwɛ sɛ sɛ yɛde kɔ amanɔne ɛno firi agogo ha no ɛho nsɛm ne adeɛ sɛ figures no koraa te sɛn na yoo medawoase
agric_00000_000050
50
30
3,001
183
-0.7065
na wofa boa a nti wo nnɔbaeɛ no fa ebi wo gu so aburo ɛntoose beans ne ne nkeka ho ɛbɛboa wo sanso ɛna wotwe cocoa no aba fie a adwumakuo a yɛfrɛ ɔmo strong sɛ aboboyaa no ara pɛ bi ɛno na ɛbɛtwe de aba fie de ama wo na nnoɔma akɔ yie adwuma
agric_00000_000051
51
30
3,001
226
-0.5034
wɔ ha yi wei deɛ ɔfiri ghana ha yi a akyekyedeɛ wei nyɛ ghana deɛ ɛyɛ west africa giant tortis a ɔfiri malisa ba ɔyɛɛ dɛn na dɛn na wo nsa aka ahyehyɛdeɛ sei yɛwɔ ɛɛ mmoa bi wɔ hɔ a wotumi fa na wode afiri kuro foforɔ so na woba a yɛwɔ mmara ɛwɔ ho a wobɛtumi de aba yɛ man mu nti wofa saa kwan no so
agric_00000_000052
52
30
3,001
323
-0.9049
ɔmo ate awie baabi abɛyɛ baabiara ɔmo siesie no akɔ akɔtɔn yɛne deɛ ɔda ɔmo ano ɛtwetwe nkɔmɔ na yɛnhwɛ sɛ ghana yɛrekɔ y'anim ɛwɔ kwan a ɛtɔn yɛ nneɛma ho anaa madam mepa wo kyɛw wo din no sɛn mepa wo kyɛw yɛfrɛ me saa akwadaa ten auntie sarah sɛ yɛte aduaba no anaa no baeɛ no bɛduru ha a ɛbaa mo adwuma no sɛ ɛnfa yɛ ...
agric_00000_000053
53
30
3,001
200
-0.7282
adwuma mu paa frɛ yɛ a mo baeɛ yi mo ne akuafoɔ no na anka w'atwetwe ne te sɛn yoo anim medaase yɛne akuafoɔ no na nkɔmɔ twetwe no ɛsɔ ma nipa y'akyerɛkyerɛ ɔmo sɛdeɛ yɛ use nnuro ɛne sɛ deɛ yɛ use fatliza ɛne machines ne biribiara mprempren which is organic fa
agric_00000_000054
54
30
3,001
154
-0.7376
obiaa biribi nti ama abaayesfoɔ no aba dodoɔ sɛ obiara pɛ bi akɔ india ne rebert sɛ yɛn ghanafoɔ no yɛyɛ ntɔ nti yɛntɔ yi deɛ a ɔmo nso na woba ɔmo de sika ba yi na ghana goverment price service
agric_00000_000055
55
30
3,001
194
-0.331
nipa baako ɛkɔfa problem ba a deɛ ɛbɛka ne sɛ hatresi nyinaa ɛnyɛ nanso na ebia ɛnte saa enti deɛ yɛ deɛ yɛ produce kosua no yɛ de no deɛ vaccine ne nnoɔma a wode gu ne mu no wode bɔ ne maame ne ho ban na yɛn nyinaa yɛde ama antibodies bi gu kosua no mu
agric_00000_000056
56
30
3,001
135
-0.3957
yɛsrɛ mo okey na ma no bɔ akɔ soro ɔmmeeɛ yɛnni baanu nyinaa yɛngyina ntɛm nyame gyina hɔ ntɛm na yebesi a yɛbɛyɛ me sɛ sesei de kyerɛ sɛ wɔka a na matete wei mpo me ho hwee nanso
agric_00000_000057
57
30
3,001
258
-0.5311
kakra a ɛwɔ mu ne sɛ me deɛ mede me nsa ato mu awie na mehwɛ na manya afiri mu nso so a sɛbe ɛnyɛ nipa nyinaa na ɛnyɛ no saa nti mentena ha ɛnyɛ nyame bɔne ayɛ na menyi ghana nso so ɛbone ayɛ na ɛsan sɛ mayɛ adwuma no ahodoɔ bebree enti sɛ baabi ɛrekɔ fam a deɛ ɛbɛyɛ ne sɛ baabi a ɛhɔ ɛrekɔ soro no na mede hɔ no aba ab...
agric_00000_000058
58
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3,001
197
-0.6473
bi na yie na y'ahwɛso sɛ ministry no nso nhyehyɛɛ bi a ɔde baabiara no so no ɛsɛ ɛda nokware no ah na ne kwan mu a sɛbe mu bi deɛ sɛ wonim sɛ ɛnyɛ adeɛ a yɛbɛte aseɛ because yɛda nnipa no ɛna nipa nso na yɛrekasa ma ɔmo ɛna nipa na ɛyɛ kasa ma ɔmo no nso so wɔ expe
agric_00000_000059
59
30
3,001
176
-0.5754
cocoa no a afei yɛrekɔ no afei na yɛbɛdi cocoa no mu dɛ nti mesrɛ kwani biara sɛ ɔmo ho mmɔden sɛ wo kɔ kɔ aka nwuram koraa seesei hu seesei mu no sɛnea ɛtete no wɔ mfiri no so no sɛ onyamena adom koraa afei yɛbɛkɔ yɛn anim enti
agric_00000_000060
60
30
3,001
179
-0.6984
oh nyame adom ɛyɛ ara because wohwɛ a ɛnam the quality of x a produce wɔ ha nti no yɛnni complete atɔfoɔ mmere pii no mmaa no koraa moba a na ɔmo because wɔn nyankopɔn anaa sɛ like ɔmo star thousands no ɔmo nya no saa nka ɔmo pɛ but
agric_00000_000062
62
30
3,001
179
-0.5446
sɛ wobɛtɔn aba anaa sisi aka ho a wo saa hia tu me krataa ɛfiri bprs hɔ enti nneɛma na wɔtɔn no ansa nipa no bɛtumi adi saa adwuma no nkrataa mmiensa na ɔhia a bra no bra no yɛ nyinaa me a mekɔ field but me me nsa question wei nso kwa
agric_00000_000063
63
30
3,001
170
-0.8395
mereka 22 24 cocoa sindicated low no ɛbɛduru cocobod kofɛsɛ 27 december a na yɛbue season september enti september october november basically december na sika nni ɔmo de tɔ cocoa enti aka nana stand but ɔnifoɔ 25 y.b
agric_00000_000065
65
30
3,001
200
-0.7508
stains no ɛkabom ɛhyɛɛ bi soils a ɛwɔ saa area hɔ ne but yɛnteaseɛ about the liza no ɛwɔ fam every year biara yɛyɛ demonstrations across the country we tell farmers sɛ felises ɛnyɛ adeɛ a yɛba but ɛwɔ sɛ yɛtumi nya the ride fertilizer na yɛtumi ma nnɔ
agric_00000_000066
66
30
3,001
159
-0.4968
ahwɛfoɔ a sɛn na woretumi aka sɛ baabi a yɛgyina ha sei sei a no ɛnyɛ amanfoɔ nyinaa ni ei ebi wɔ anim hɔ ɛyɛ me sɛ moafa hɔ but yɛ nyame wie hɔ no deɛ no nti ɛha na yɛahyɛ aseɛ a yɛretim nti na wo no ɛhɔ no nso bɛyɛ
agric_00000_000067
67
30
3,001
270
-0.4576
no ɛnyɛ obiaa na ɛde maa wɔn na ɛde saa sika no kɔtoo adb sɛdeɛ ɛbɛyɛ a ɛmu dwuma nkoaa na yɛde yɛ enti no ɛbɛka emufoɔ no nyinaa me ne wo wie w'anom asɛm bɛtwa toa de ma ghana akuafo tituo no ma mo dua mu now ɛsɛ sɛ ɛmo yɛ potential paa na deɛ ɛbɛboa no ne sɛ yɛnni deɛ yɛdua wɔ ha na ɛbɛboa na abaa no nso ɛyɛ ne fa ɔb...
agric_00000_000068
68
30
3,001
194
-0.6297
ɔbɛtu na obi nso wo dua na bi rebɔ spray na ebi nsoso ɛdɔ aburoo no na ebi dua enti sɛ saa dwuma wei wotumi yɛ ne nyinaa ayɛ no yie a ghana head paa akua adwuma koraa ayɛ dɛ efisɛ first na yɛ maame no yɛ papa ɔmo de sekan nkoaa na ɛdɔ nti adwuma yɛnnim sɛ
agric_00000_000069
69
30
3,001
190
-0.7681
mhm ɛna me deɛ ɛgu mu okay na mede efi nkyerɛkyerɛ okey abusuafoɔ kwan no ara na ɔgu so no na ɛkyerɛ sɛ aburo no ebia watutu deɛ ɛnnɛ watutu bi a ɛnora anaasɛ ne nyinaa ɔmo atutu no aburoo dua ɛfuo no ɛso bɔtɔ a ɛwom peinspectors no nyinaa ɛwɔ sɛ ɛ
agric_00000_000070
70
30
3,001
207
-0.6124
spirit no ɛgu mu ɛneɛ aduro biara a wode spray biara no but asɛ ɛyɛ ghana ha no nso yɛwɔ aduro a aban akyerɛkyerɛ sɛ yɛmfa ɛnyɛ ɛyi kyerɛsɛ slaa aduro nyinaa akɔ tafo ama wɔn attest ama ɔmo ahunu sɛ ɛyɛ good nti sɛ wobɛtɔ aduro a ɔde bɛham nti wei firi ha nom no na ɛre
agric_00000_000071
71
30
3,001
257
-0.3382
antkaa yɛn kɔkɔyɛ ne adeɛ no ɛbɛko n'anim ntɛm so na anka adeɛ yɛka wɔ ghana no ɔno yɛ bi na ɔne amfɛmfoɔ yɛ bi na ebi yɛn na ɔkɔgye bɛkum na ɛma yɛnam awie no sika saa n'adwumadie no na ɛhyehyɛ no toa so a anka ɛbɛkɔ n'anim saa nso ɛna nkosua bɛka bere bi yɛne no nkɔmɔ twetwee mu no kwan a yɛbɛfa so a nkosua koraa no ...
agric_00000_000072
72
30
3,001
117
-1.4035
agye ato mu afiri ghana nti ɔmo a ɔmo redi dwa kɔ abɔnten no ɔmo mmra na yɛnyɛ nhyehyɛ ghana yɛgye wodi a ɛbɛyɛ yie o mo mmiensa mu na ɛnyɛ mahunu potential
agric_00000_000073
73
30
3,001
194
-0.7702
fine nea ɛnyɛ ara ne sɛ baabia nsuo tae deɛ ɛno deɛ wode yɛ pɛ ɛbɛporɔ okay yɛnhwɛ na afei fa yɛtoa so sɛ yɛdi buronya wie a na yɛse january mu na kyerɛ sɛ afe no akɔ awie fi saa berɛ no ara ɛkɔ afe no awie berɛ bɛn na ɛwɔ brɛ aseɛ okay na saa time no ɛbɛdu
agric_00000_000074
74
30
3,001
136
-0.6157
ha yi no na ɛbɛn ne ti no nti wode wo wɔ ha sei na aduro no firi ha nom a na ɛyɛ adwuma aba ne ti no mu sɛ nnɛ wobɛnya atenka no ahaa wode wo ha yi na ɛbɛkyɛ wode wo hɔ na ɛdi 829 hours ansa
agric_00000_000075
75
30
3,001
145
-0.5896
ɛwɔ kwan a akuani no bɛfa so wɔ ne extension office a ɛwɔ hɔ no bɛdi nkitaho akuafoɔ no bebree wɔ hɔ a extension officers no deɛ problem ɛwɔ sɛ ɔmo como problem ɛna coco polls no wokɔ
agric_00000_000076
76
30
3,001
126
-0.5637
yɛbɛn na ɛwɔ ha nti a ghana asaase so yɛwɔ srɛ mu abaa bɛka nkran dabɛn na ɛwɔ agogo a ɛyɛ soronko a ɛma nantwi yɛn no ɛbɛgye ntena ha wɔ ha ɛdeteɛ ne sɛ deɛ follow
agric_00000_000077
77
30
3,001
185
-1.0924
okay ɛnoara bɔ life ɛno ara bɛbɔ line na two tokura ama wo na wode buro no agugu mu okay na wei nso dwuma bɛn na ɛdi wei nso yɛ tractor ɛno nso yɛ the same principle okay ɛno wei no wodi hyɛ tractor no rekyia anaa track no ɛtwi kyerɛ sɛ wei di dw
agric_00000_000078
78
30
3,001
217
-0.7432
tiri yɛn wo mmara yɛanhwɛ no yie a daakye yɛn ho bɛkyere yɛn nkyiri mma no wobɛkyerɛ wo papapapa mmara no nso yɛyɛ a ɛɛ wonhu no yie woahu no yie me deɛ mehu no yie because yɛse asɛm mmra sɛ wobɛkɔ na community no gold me yɛtu ne galamsey wokɔka a ɔse ɔmo de america ne community
agric_00000_000079
79
30
3,001
181
-0.7204
wei deɛ na yɛfaa yɛkɔ adwumadie so na yɛahyɛ of agric ɛna environmental protection agency yi epa sɛ mommra mu esiane sɛ sɛ wosɔre na woanya biribiara nni a abrabɔ bɛyɛ den ama wo na sɛ obi bɛtu anwea na ɛkɔm bɛde ghana ma deɛ ɛmuɔ
agric_00000_000080
80
30
3,001
250
-0.7385
ɛwo mu ara na bi memfa no sɛ abofra na na yɛdua kakra kakra ɛka ho ogya bɛtɔ asaase no adɛn na ɛwɔ so nsan sɛ deɛ nti na me bisa wo saa no sɛ ghana yɛn nsa ase na sɛ agya ewiem bɔbrɛ a ɛsesa nti no bi bɛyɛ kuadwuma a tesɛ deɛ irrigation a akyire yɛbɛdi ho nkɔmmɔ yi na ɛno akɔ akɔ ba mu asaase na n'abakwasɛm te sɛn kakr...
agric_00000_000081
81
30
3,001
163
-0.9121
saa okay wo dua green a wonnya no saa okay sɛ obiara nnua seed no nea woaka yi under planting for food mennyɛ sure sɛ ɛyɛ bronkoaa nti wei deɛ mayɛ kakra nneɛma bɛn na ɛwɔ sɛ yɛkɔ gye seed no aburo pɛ baako ɛyɛ
agric_00000_000082
82
30
3,001
169
-0.8494
sɛn medawoase ɛyɛ me sɛ wan for life finishetive a ɛyɛ yɛ founder doctor kwabena agyei anisoadehunu a md so mr rekyerɛ gyei ɛɛ wodi anim a yɛ make sure sɛ at least i will prefer drink water kaeɛ na ɛnyɛ asɛm ketewa ɛɛ
agric_00000_000083
83
30
3,001
247
-0.4581
sene ɛwɔ ɛkwan ahoroɔ bebree so na mmom yɛn five no yeah seesei nea ɛyɛ ne sɛ biribiara ni a wofrɛ a ɛsi regional office anaa zonal officer no so a na wama yaso ase na yɛn nso nea ɔbɛn wo no na yama no na hɛɛ ɛnhwɛ anidie but yɛrebɔ yɛ ho mmɔden na yɛnim sɛ mmerɛ pa mu no aban nso ɛbɛboa ama nipa no bebree na abɛka yɛ
agric_00000_000084
84
30
3,001
159
-0.3676
woyi gusakuzafoɔ na ɛbaeɛ no wo yɛ adwuma yi accounting adwuma na woyɛɛ no ka sɛ adwuma deɛ yɛyɛ aso mfasoɔ anaasɛ yɛyɛ anya sɛdeɛ asi ayɛ no nkontabuo waduane tɔ nsuo ne akorakora ne adeɛ no kwan bɛn na
agric_00000_000085
85
30
3,001
186
-0.591
paa obiara te ne nka nti mede meho kɔhyɛɛ kwaadwuma mu na na m adɔ kakra bɛyɛ sɛ 10 years wɔ hɔ dada nti deɛ meyɛɛ ne sɛ ɛneɛ mede me sika ma yɛn nyinaa bɛ gu so enti first year no deɛ ɔbɛyɛ 40 acres bom ɛyɛ cocoa cocoa bɛyɛ antɔ deɛ no because na me
agric_00000_000086
86
30
3,001
174
-0.5855
a wonnya nti nea ɛyɛ a yɛreyɛ ne sɛ aburo no a yɛ dua koraa no wobu aburo no wie a n'aba a na ɛsi hɔ no ɛyɛ ne stok no ne ne nwura no nyinaa ɔmo wei nti wowɔ baabi a ɔmo nso adua aburo ne ya ɔmo twa ne fresh no a wobɛtumi agye na wode akɔ
agric_00000_000087
87
30
3,001
259
-0.6723
doctor asamoa ho dɔ mensaa ce of salmon farms yɛbaa ha na kube yi ɛyɛ nketenkete wahu sɛ apɛgya paa adwuma a ɛkɔ sɛn oh nyame adom a ɛkɔ yie paa biribi foforɔ bi wɔ hɔ a dwuma yi wode aka ho sɛ phone adwuma sɛ ebia kube y'atwa me amanfoɔ but abusuafoɔ deɛ ɛwɔ mu ne sɛ mpuntuo aba no sɛ kube no yɛbaa first one yi kyerɛ ...
agric_00000_000088
88
30
3,001
114
-1.5345
ghana akuafo ɛyɛ akuafoɔ yɛda mo ase nyansa baako ano a akuafoɔ eee ohh ayekoo ghana akuafo emu ayɛ bi oo nananom akuafo emu afia ei deɛ mpo nya
agric_00000_000089
89
30
3,001
296
-0.7543
yɛwɔ west africa center for crop employement legon aha ɛna yɛ ne nimdefoɔ no bɛtwetwe bɔne ahwɛ abɛɛfo kwanso sɛ yɛpɛ seed deɛ yɛbɛte sɛ cd foforɔ aba henfa ɛno na ɛnnɛ yɛne nimdefoɔ ɛreba abɛtwetwe ho na abotare na tena ase na tie bi na wonya biribiara wonhu sɛ anamon tuo no ɔman no gu so reto baabi a wose wohunu no n...
agric_00000_000090
90
30
3,001
250
-0.5849
a ɔbɛ nenam hɔ saa time no ayɛ sɛ woto ma wo no ɔnto mma wo but two aduane a ɛyɛ sɛ ɔmo de ma ɔmo akokɔ biara ne kwan tete a ɔfe da wode ma no nti w'anya da right quantity wɔ fie da obedi ɛno nti ɔntumi nyin na ɔnto mma wo medication nnuro a ɛsɛ wode ma ɔmo anfa ɔmo vaccination saa nnoɔma nyinaa woanyɛ no pɛpɛɛpɛ amma ...
agric_00000_000091
91
30
3,001
116
-0.755
yɛtwetwe nkɔmmɔ na ɛnnɛ deɛ agya ɛyɛ me sɛ tɛkrɛma no adane kakra yɛwɔ mframa ntɛm mu owura benkam mm ɔbaa ghana bɛyɛ kwaadwuma edu baabi a yɛnansa ɛ
agric_00000_000092
92
30
3,001
107
-0.6345
tumi te sɛ ɔmo tumi nya nam na ɔmo ayi bebree koraa na afei abu so wɔ mu asan agya bi agu nsuo no mu ɛberɛ bɛn na saa adeɛ no ɛba ɛɛ first okay
agric_00000_000093
93
30
3,001
169
-0.5412
akoko kakra a medidi so na ɛbɛba sɛ yɛbɛ twa agu ɛfiri sɛ cocoa krakyefoɔ no ba mfuo no nyinaa ɔmo maame teaseɛ sɛ baabi a megye di sɛ ɛhɔ koraa na menyaa ba kakra afiri no koraa no yareɛ no ade koro hɔ no nyinaa nti yɛtwam
agric_00000_000094
94
30
3,001
138
-0.834
a ɛtaa ha mo adwene ɛɛm abɛ abɛ a ɛwɔ hɔ yi deɛ yare bebree nta nha no the main issue ɛha abɛ wɔ ghana yɛ pests ɛɛ mmoa bi a yɛfrɛ mo leave mining wɔ northern ɛhwɛ every two weeks bi
agric_00000_000095
95
30
3,001
143
-0.4274
adv afa ne ntampa afura wo kwan bebree do ɛkaa nom ɛna yɛyɛ no ɛna y'ase sɛm ɛnnɛ yɛ pia kuafoɔ no sɛ ɛbɛhwɛ a yɛdze branches aba yɛn mmra yɛdze aba yɛn branches bebree ɛna afei nsoso
agric_00000_000097
97
30
3,001
135
-1.4365
anaa in the wake of climate change challenges okay online those days wedding will live the remains the rest of the field no we leave them on the field alright before
agric_00000_000098
98
30
3,001
266
-0.4915
okay nkɔmmɔ na ɛdɛ na yɛbrɛ no nti yɛnhwɛ obi pɛ sɛ ɔsua ayekoo deɛ y'adwumadie ne yɛdaworoma sɛ wode ayɛ yie no na obi rehwɛ sua ɛyɛ dɛn a makyerɛ na ɛbɔɔ ne hɔ sekan me brɛ sɛ na waka me yie ho ka ne ɛberɛ no so te sɛn cos obi wɔhɔ sɛ woyɛɛ da koro pɛ na ɛyɛ yie ɛho ka ɔbrɛ ne ade abrɛ wo ho so na ɛte sɛn koko dwuma ...
agric_00000_000099
99
30
3,001
151
-0.3297
a 150,000 no so no party biara wɔ deɛ ɛrekɔ yɛwɔ baabi koraa ɔno nam no mu a nkwadaa sɛbe ɔmo adwene wɔ fam no yɛde yɛ bɛbi food mu a ɔmo di ama wɔn adwene ebue na mpo koraa wanya kata ano yɛ den so mfaso koto
agric_00000_000100
100
30
3,001
136
-0.8559
yi a me dwumadi a mereyɛ no no afe 2020 but a wofive mo ne ghana akuafoɔ deɛ wodi agorɔ deɛ dua mu dodua cocoa deɛ duru ayuo ɛkɔɔ sɛn medaase afe 295 nokwasɛm yɛ hyɛ akuafoɔ agye y'asoma
agric_00000_000101
101
30
3,001
233
-0.7501
deɛ nti ɛyɛ a na yɛnya dɛn inflammatory ɔmo ahunu sɛ ebia 1.8 no koraa afe wei fulani mu sesia adeɛ yenni tracking system but afei na yɛreyɛ saa nhyehyɛeɛ yi 100 transit months problem ahaa nti nhyehyɛeɛ ne wo ba sɛ aboa bi refi reba a yɛtumi bɛ track ɔwɔ baabi a ɔbɛfa ɔbɛfa kwarantan yɛbɛ twerɛ ne din de
agric_00000_000102
102
30
3,001
169
-1.0096
wo ho yɛ yi saa time no na ne ba na ɛnyie ama m'atɔn ɔmo ama wawo biom atɔ wo wɔ afei na wobɛyɛ mprensa enti sɛ frigo no ara wɔ 1414 mmiensa a na metɔn baako biara tenaa ne tenaa na ɛda tams 14 time three a na kyerɛ sɛ metwa nantwie
agric_00000_000103
103
30
3,001
147
-0.4921
kɔ ɛɛ ɔbaa pond baako w'anya baako baako nsia ɛnnɛ koraa deɛ physical deɛ ɛbɛ sua adeɛ wɔ ha yɛnwura mu kakra wode nam no gu nsuo mu ne adeɛ no ayekoo deɛ wahwɛ no hyew baako kɔ ɛho korako nti ɛ
agric_00000_000104
104
30
3,001
198
-0.9416
na wode asepɛ no anaa sɛ nkran na ɛtɔ car soɔ no but complains aba sɛ ebinom ɛba ha nom ɛbɛtɔ na menim sɛ ahyɛ aseɛ mfie sɛ biribi saa wɔ hɔ koraa hyɛ asɛm bi a ɛrekɔ so saa wahu sɛ mmara biara wo start na ɔyɛ employment yɛrebɔ mmɔden biara sɛ mmara tcba
agric_00000_000105
105
30
3,001
166
-0.7336
nea eye no yɛnam ne kwan so pɛpɛɛpɛ na yɛreyɛ yɛn ankasa yɛnfɔɔso nka yɛ tɔn euro baabiara nti me nua ɛnim sɛ wobisa asase mu a nnoɔma a y'ayɛ a ɛde abɛduru saa pɛpɛ soɔ no ɛna maka akyerɛ wo abusuafoɔ asɛmpatia
agric_00000_000106
106
30
3,001
191
-0.4043
nea owie a ɔbɛhwɛ na waboaboa no nea ɔbɛtɔ ɛne nea ɛsɛ sɛ ɔdanedane no enti yɛde ne nyinaa ka bom maame medaase mɛkɔ me nua hɔ na m'ase aba wo hɔ biom na ɛyɛ bra baako wɔ ha edi kan ɛmmisa ne din no afei ɔno nso ghana rice project no a agra ɛreboa a
agric_00000_000107
107
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119
-0.6543
nti kumasi ɛna mekɔ kɔtena kakra na ɔse ɔma meyɛ car adwuma nti bra me mede car no kɔɔ hɔ no na wofrɛ no agyae gyae nti agya ba no papa ɛnyɛ baako nti woyɛ agya
End of preview.

Twi Grapheme-Unit Feature Store

The training data behind ghana-pico-asr: 805 hours of Twi speech turned into log-mel features with a grapheme-unit label for every 10 ms frame, produced by CTC forced alignment. Publishing it means the expensive step -- aligning 805 hours on a GPU -- does not have to be repeated to train, reproduce or extend the model, and the same pipeline can be pointed at a new language.

This is a derived feature store, not a speech corpus: it contains 40-band log-mel spectrograms, not audio. The original recordings live in the source datasets listed below.

What a label is

Twi is written with digraphs that behave as single sounds (ky gy hy ny tw dw kw gw hw nw), so the label alphabet is grapheme units rather than letters: each unit is one of those digraphs, a single letter, or <sil>, for 37 classes in total. Text is segmented greedily, longest match first, so akyekyedeɛ becomes a ky e ky e d e ɛ.

Alignment used MahmoudAshraf/mms-300m-1130-forced-aligner at a 20 ms emission stride, with a <star> wildcard allowed at utterance edges and word boundaries only -- never inside a word, where it would happily swallow a real unit.

Contents

path what
features/mel/<source>_<shard>.npy float16 log-mel, 40 bands, 10 ms hop, 16000 Hz, one blob per shard
features/manifest/<source>_<shard>.npz per-utterance unit ids, frame spans and alignment scores
features/manifest/<source>_<shard>.jsonl the same, human-readable, one row per utterance
features/vocab.json unit -> class id; the ordering is part of the model contract

The per-frame label tracks and chunk index are not shipped: the training code builds them from the manifests on first run and caches them, and because chunk assignment comes from hashing utterance ids, the train/validation/test split it produces is identical to the one the released model was trained on.

Scale

audio 805.04 h
utterances 294,005
shards 313
1 s chunks (500 ms stride) 5,671,770
labelled frames 173,562,329 (59.9% of frames)
classes 37

The remaining frames are deliberately unlabelled (IGNORE_INDEX) and contribute no loss: inter-unit gaps too long to attribute to either neighbour, and gaps that are loud enough that calling them silence would be a lie. <sil> is 33.0% of labelled frames.

Sources

Numeric ids, so the data does not hard-code corpus identities and stays valid if a corpus is renamed. Ids are append-only.

Id 6 (ghanaopenai/twi-speech-text-multispeaker-16k) is reserved but absent: its audio could not be decoded. A minority of shards from ids 1 and 4 are likewise missing -- the store holds what aligned cleanly, and shard names are therefore not contiguous.

Utterances were kept only at 0.4-31 s, at least 3 units, and 3-32 units/second; a rate outside that band means the transcript and the audio disagree, which is a real risk with machine transcripts.

Using it

from huggingface_hub import snapshot_download

snapshot_download(
    repo_id="ghanaopenai/twi-grapheme-unit-features",
    repo_type="dataset",
    allow_patterns=["features/**"],
    local_dir="/data",          # then train against /data
)

Training, evaluation and inference code, including the alignment stage that produced this store and the language registry for adding another language, is at https://github.com/ghanaopenai/ghana-pico-asr.

Provenance and licence

Each source corpus keeps its own terms; consult the datasets linked above before redistribution or commercial use. No audio is included here.

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