asr_model_name stringclasses 18
values | wer float64 0.1 94.2 | cer float64 0.02 43.1 | levenshtein_distance float64 | cosine_similarity float64 | asr_model_url stringclasses 18
values | asr_model_ct2 bool 2
classes | dataset_name stringclasses 8
values | dataset_hf_id stringclasses 5
values | dataset_split stringclasses 1
value | dataset_subset stringclasses 1
value | dataset_language stringclasses 1
value | dataset_hours float64 0.34 4.06 ⌀ | inference_duration float64 | speed float64 | backend stringclasses 4
values | device stringclasses 1
value | device_model stringclasses 1
value | dtype stringclasses 1
value | asr_options stringclasses 1
value | vad_options float64 | normalizer stringclasses 1
value | st_model float64 | pip_packages float64 | deb_packages float64 | predictions_file float64 | timestamp int64 20.3M 20.3M | notebook float64 | family stringclasses 3
values | arch stringclasses 3
values | params_m float64 37.8 1.54k ⌀ | license stringclasses 2
values | commercial_use stringclasses 2
values | turkish_specialized bool 2
classes | contamination stringclasses 4
values | speed_rtfx float64 13.8 595 ⌀ | n_utts int64 100 2.51k |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Baybars/wav2vec2-xls-r-1b-turkish | 67.17 | 21.21 | null | null | https://huggingface.co/Baybars/wav2vec2-xls-r-1b-turkish | false | CommonVoice-17-TR | ysdede/commonvoice_17_tr_fixed | test | null | tr | null | null | null | hf-wav2vec2-ctc | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | native-turkish-arch | wav2vec2 | null | null | unclear | true | in-domain (contaminated) | 68.3 | 2,000 |
Baybars/wav2vec2-xls-r-1b-turkish | 77.19 | 22.06 | null | null | https://huggingface.co/Baybars/wav2vec2-xls-r-1b-turkish | false | FLEURS-TR clean | google/fleurs | test | tr_tr | tr | 0.34 | null | null | hf-wav2vec2-ctc | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | native-turkish-arch | wav2vec2 | null | null | unclear | true | unknown | 119.4 | 100 |
Baybars/wav2vec2-xls-r-1b-turkish | 89.88 | 39.33 | null | null | https://huggingface.co/Baybars/wav2vec2-xls-r-1b-turkish | false | FLEURS-TR +noise | google/fleurs | test | tr_tr | tr | 1.01 | null | null | hf-wav2vec2-ctc | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | native-turkish-arch | wav2vec2 | null | null | unclear | true | unknown | 119.4 | 100 |
Baybars/wav2vec2-xls-r-1b-turkish | 82.79 | 25.87 | null | null | https://huggingface.co/Baybars/wav2vec2-xls-r-1b-turkish | false | FLEURS-TR +codec | google/fleurs | test | tr_tr | tr | 1.35 | null | null | hf-wav2vec2-ctc | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | native-turkish-arch | wav2vec2 | null | null | unclear | true | unknown | 119.4 | 100 |
Baybars/wav2vec2-xls-r-1b-turkish | 92.37 | 43.09 | null | null | https://huggingface.co/Baybars/wav2vec2-xls-r-1b-turkish | false | FLEURS-TR +noise+codec | google/fleurs | test | tr_tr | tr | 4.06 | null | null | hf-wav2vec2-ctc | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | native-turkish-arch | wav2vec2 | null | null | unclear | true | unknown | 119.4 | 100 |
Baybars/wav2vec2-xls-r-1b-turkish | 91.55 | 36.99 | null | null | https://huggingface.co/Baybars/wav2vec2-xls-r-1b-turkish | false | MediaSpeech-TR | openslr/SLR108 | test | null | tr | null | null | null | hf-wav2vec2-ctc | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | native-turkish-arch | wav2vec2 | null | null | unclear | true | unknown | 131.3 | 2,513 |
Baybars/wav2vec2-xls-r-1b-turkish | 74.92 | 15.6 | null | null | https://huggingface.co/Baybars/wav2vec2-xls-r-1b-turkish | false | Medical-TR | internal/medical | test | null | tr | null | null | null | hf-wav2vec2-ctc | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | native-turkish-arch | wav2vec2 | null | null | unclear | true | unknown | null | 332 |
Baybars/wav2vec2-xls-r-1b-turkish | 94.21 | 40.8 | null | null | https://huggingface.co/Baybars/wav2vec2-xls-r-1b-turkish | false | WorldSpeech-TR | internal/worldspeech | test | null | tr | null | null | null | hf-wav2vec2-ctc | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | native-turkish-arch | wav2vec2 | null | null | unclear | true | unknown | null | 250 |
RsGoksel/Uygur-balanced | 9.21 | 2.36 | null | null | https://huggingface.co/RsGoksel/RsGoksel_ITU_Mainframe-balanced | true | CommonVoice-17-TR | ysdede/commonvoice_17_tr_fixed | test | null | tr | null | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 808.9 | mit | yes | true | suspected | 31.9 | 2,000 |
RsGoksel/Uygur-balanced | 8.19 | 1.75 | null | null | https://huggingface.co/RsGoksel/RsGoksel_ITU_Mainframe-balanced | true | FLEURS-TR clean | google/fleurs | test | tr_tr | tr | 0.34 | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 808.9 | mit | yes | true | suspected | 81.3 | 100 |
RsGoksel/Uygur-balanced | 11.36 | 2.8 | null | null | https://huggingface.co/RsGoksel/RsGoksel_ITU_Mainframe-balanced | true | FLEURS-TR +noise | google/fleurs | test | tr_tr | tr | 1.01 | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 808.9 | mit | yes | true | suspected | 81.3 | 100 |
RsGoksel/Uygur-balanced | 8.54 | 1.88 | null | null | https://huggingface.co/RsGoksel/RsGoksel_ITU_Mainframe-balanced | true | FLEURS-TR +codec | google/fleurs | test | tr_tr | tr | 1.35 | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 808.9 | mit | yes | true | suspected | 81.3 | 100 |
RsGoksel/Uygur-balanced | 14.78 | 4.49 | null | null | https://huggingface.co/RsGoksel/RsGoksel_ITU_Mainframe-balanced | true | FLEURS-TR +noise+codec | google/fleurs | test | tr_tr | tr | 4.06 | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 808.9 | mit | yes | true | suspected | 81.3 | 100 |
RsGoksel/Uygur-balanced | 10.98 | 3.98 | null | null | https://huggingface.co/RsGoksel/RsGoksel_ITU_Mainframe-balanced | true | MediaSpeech-TR | openslr/SLR108 | test | null | tr | null | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 808.9 | mit | yes | true | unknown | 86.6 | 2,513 |
RsGoksel/Uygur-balanced | 3.76 | 0.56 | null | null | https://huggingface.co/RsGoksel/RsGoksel_ITU_Mainframe-balanced | true | Medical-TR | internal/medical | test | null | tr | null | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 808.9 | mit | yes | true | in-domain (contaminated) | null | 332 |
RsGoksel/Uygur-balanced | 9.48 | 2.81 | null | null | https://huggingface.co/RsGoksel/RsGoksel_ITU_Mainframe-balanced | true | WorldSpeech-TR | internal/worldspeech | test | null | tr | null | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 808.9 | mit | yes | true | in-domain (contaminated) | null | 250 |
RsGoksel/Uygur | 9.37 | 2.36 | null | null | https://huggingface.co/RsGoksel/RsGoksel_ITU_Mainframe | true | CommonVoice-17-TR | ysdede/commonvoice_17_tr_fixed | test | null | tr | null | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 808.9 | mit | yes | true | unknown | 29.4 | 2,000 |
RsGoksel/Uygur | 7.43 | 1.52 | null | null | https://huggingface.co/RsGoksel/RsGoksel_ITU_Mainframe | true | FLEURS-TR clean | google/fleurs | test | tr_tr | tr | 0.34 | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 808.9 | mit | yes | true | unknown | 63.9 | 100 |
RsGoksel/Uygur | 10.66 | 2.66 | null | null | https://huggingface.co/RsGoksel/RsGoksel_ITU_Mainframe | true | FLEURS-TR +noise | google/fleurs | test | tr_tr | tr | 1.01 | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 808.9 | mit | yes | true | unknown | 63.9 | 100 |
RsGoksel/Uygur | 8.3 | 1.73 | null | null | https://huggingface.co/RsGoksel/RsGoksel_ITU_Mainframe | true | FLEURS-TR +codec | google/fleurs | test | tr_tr | tr | 1.35 | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 808.9 | mit | yes | true | unknown | 63.9 | 100 |
RsGoksel/Uygur | 14.34 | 4.42 | null | null | https://huggingface.co/RsGoksel/RsGoksel_ITU_Mainframe | true | FLEURS-TR +noise+codec | google/fleurs | test | tr_tr | tr | 4.06 | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 808.9 | mit | yes | true | unknown | 63.9 | 100 |
RsGoksel/Uygur | 12.25 | 4.16 | null | null | https://huggingface.co/RsGoksel/RsGoksel_ITU_Mainframe | true | MediaSpeech-TR | openslr/SLR108 | test | null | tr | null | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 808.9 | mit | yes | true | unknown | 88.8 | 2,513 |
RsGoksel/Uygur | 3.7 | 0.53 | null | null | https://huggingface.co/RsGoksel/RsGoksel_ITU_Mainframe | true | Medical-TR | internal/medical | test | null | tr | null | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 808.9 | mit | yes | true | in-domain (contaminated) | null | 332 |
RsGoksel/Uygur | 8.66 | 2.55 | null | null | https://huggingface.co/RsGoksel/RsGoksel_ITU_Mainframe | true | WorldSpeech-TR | internal/worldspeech | test | null | tr | null | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 808.9 | mit | yes | true | in-domain (contaminated) | null | 250 |
RsGoksel/k47-data | 8.03 | 2.51 | null | null | https://huggingface.co/RsGoksel/k47-data | false | CommonVoice-17-TR | ysdede/commonvoice_17_tr_fixed | test | null | tr | null | null | null | turkspeak-rnnt | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | from-scratch | conformer-rnnt | 109.8 | mit | yes | true | in-domain (contaminated) | 210.7 | 2,000 |
RsGoksel/k47-data | 24.15 | 17.12 | null | null | https://huggingface.co/RsGoksel/k47-data | false | FLEURS-TR clean | google/fleurs | test | tr_tr | tr | 0.34 | null | null | turkspeak-rnnt | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | from-scratch | conformer-rnnt | 109.8 | mit | yes | true | clean | 236 | 100 |
RsGoksel/k47-data | 33.27 | 24.37 | null | null | https://huggingface.co/RsGoksel/k47-data | false | FLEURS-TR +noise | google/fleurs | test | tr_tr | tr | 1.01 | null | null | turkspeak-rnnt | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | from-scratch | conformer-rnnt | 109.8 | mit | yes | true | clean | 236 | 100 |
RsGoksel/k47-data | 25.99 | 18.25 | null | null | https://huggingface.co/RsGoksel/k47-data | false | FLEURS-TR +codec | google/fleurs | test | tr_tr | tr | 1.35 | null | null | turkspeak-rnnt | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | from-scratch | conformer-rnnt | 109.8 | mit | yes | true | clean | 236 | 100 |
RsGoksel/k47-data | 40.13 | 30.36 | null | null | https://huggingface.co/RsGoksel/k47-data | false | FLEURS-TR +noise+codec | google/fleurs | test | tr_tr | tr | 4.06 | null | null | turkspeak-rnnt | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | from-scratch | conformer-rnnt | 109.8 | mit | yes | true | clean | 236 | 100 |
RsGoksel/k47-data | 17.61 | 8.61 | null | null | https://huggingface.co/RsGoksel/k47-data | false | MediaSpeech-TR | openslr/SLR108 | test | null | tr | null | null | null | turkspeak-rnnt | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | from-scratch | conformer-rnnt | 109.8 | mit | yes | true | clean | 221.8 | 2,513 |
RsGoksel/k47-data | 9.21 | 1.76 | null | null | https://huggingface.co/RsGoksel/k47-data | false | Medical-TR | internal/medical | test | null | tr | null | null | null | turkspeak-rnnt | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | from-scratch | conformer-rnnt | 109.8 | mit | yes | true | in-domain (contaminated) | 197 | 332 |
RsGoksel/k47-data | 6.15 | 2.4 | null | null | https://huggingface.co/RsGoksel/k47-data | false | WorldSpeech-TR | internal/worldspeech | test | null | tr | null | null | null | turkspeak-rnnt | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | from-scratch | conformer-rnnt | 109.8 | mit | yes | true | in-domain (contaminated) | 201.1 | 250 |
Sercan/distil-whisper-large-v3-tr | 20.05 | 8.25 | null | null | https://huggingface.co/Sercan/distil-whisper-large-v3-tr | true | CommonVoice-17-TR | ysdede/commonvoice_17_tr_fixed | test | null | tr | null | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 756.4 | apache-2.0 | yes | true | in-domain (contaminated) | 26.6 | 2,000 |
Sercan/distil-whisper-large-v3-tr | 20.12 | 9.42 | null | null | https://huggingface.co/Sercan/distil-whisper-large-v3-tr | true | FLEURS-TR clean | google/fleurs | test | tr_tr | tr | 0.34 | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 756.4 | apache-2.0 | yes | true | unknown | 47.8 | 100 |
Sercan/distil-whisper-large-v3-tr | 24.85 | 11.11 | null | null | https://huggingface.co/Sercan/distil-whisper-large-v3-tr | true | FLEURS-TR +noise | google/fleurs | test | tr_tr | tr | 1.01 | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 756.4 | apache-2.0 | yes | true | unknown | 47.8 | 100 |
Sercan/distil-whisper-large-v3-tr | 20.04 | 7.95 | null | null | https://huggingface.co/Sercan/distil-whisper-large-v3-tr | true | FLEURS-TR +codec | google/fleurs | test | tr_tr | tr | 1.35 | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 756.4 | apache-2.0 | yes | true | unknown | 47.8 | 100 |
Sercan/distil-whisper-large-v3-tr | 30.91 | 14.27 | null | null | https://huggingface.co/Sercan/distil-whisper-large-v3-tr | true | FLEURS-TR +noise+codec | google/fleurs | test | tr_tr | tr | 4.06 | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 756.4 | apache-2.0 | yes | true | unknown | 47.8 | 100 |
Sercan/distil-whisper-large-v3-tr | 18.95 | 7.55 | null | null | https://huggingface.co/Sercan/distil-whisper-large-v3-tr | true | MediaSpeech-TR | openslr/SLR108 | test | null | tr | null | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 756.4 | apache-2.0 | yes | true | unknown | 81.1 | 2,513 |
Sercan/distil-whisper-large-v3-tr | 10.44 | 3.02 | null | null | https://huggingface.co/Sercan/distil-whisper-large-v3-tr | true | Medical-TR | internal/medical | test | null | tr | null | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 756.4 | apache-2.0 | yes | true | unknown | null | 332 |
Sercan/distil-whisper-large-v3-tr | 16.76 | 5.69 | null | null | https://huggingface.co/Sercan/distil-whisper-large-v3-tr | true | WorldSpeech-TR | internal/worldspeech | test | null | tr | null | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 756.4 | apache-2.0 | yes | true | unknown | null | 250 |
cahya/wav2vec2-large-xlsr-turkish | 37.01 | 9.08 | null | null | https://huggingface.co/cahya/wav2vec2-large-xlsr-turkish | false | CommonVoice-17-TR | ysdede/commonvoice_17_tr_fixed | test | null | tr | null | null | null | hf-wav2vec2-ctc | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | native-turkish-arch | wav2vec2 | null | apache-2.0 | yes | true | in-domain (contaminated) | 180.2 | 2,000 |
cahya/wav2vec2-large-xlsr-turkish | 38.42 | 7.37 | null | null | https://huggingface.co/cahya/wav2vec2-large-xlsr-turkish | false | FLEURS-TR clean | google/fleurs | test | tr_tr | tr | 0.34 | null | null | hf-wav2vec2-ctc | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | native-turkish-arch | wav2vec2 | null | apache-2.0 | yes | true | unknown | 256.1 | 100 |
cahya/wav2vec2-large-xlsr-turkish | 51.64 | 14.9 | null | null | https://huggingface.co/cahya/wav2vec2-large-xlsr-turkish | false | FLEURS-TR +noise | google/fleurs | test | tr_tr | tr | 1.01 | null | null | hf-wav2vec2-ctc | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | native-turkish-arch | wav2vec2 | null | apache-2.0 | yes | true | unknown | 256.1 | 100 |
cahya/wav2vec2-large-xlsr-turkish | 42.53 | 8.66 | null | null | https://huggingface.co/cahya/wav2vec2-large-xlsr-turkish | false | FLEURS-TR +codec | google/fleurs | test | tr_tr | tr | 1.35 | null | null | hf-wav2vec2-ctc | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | native-turkish-arch | wav2vec2 | null | apache-2.0 | yes | true | unknown | 256.1 | 100 |
cahya/wav2vec2-large-xlsr-turkish | 57.92 | 18.03 | null | null | https://huggingface.co/cahya/wav2vec2-large-xlsr-turkish | false | FLEURS-TR +noise+codec | google/fleurs | test | tr_tr | tr | 4.06 | null | null | hf-wav2vec2-ctc | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | native-turkish-arch | wav2vec2 | null | apache-2.0 | yes | true | unknown | 256.1 | 100 |
cahya/wav2vec2-large-xlsr-turkish | 65.23 | 24.26 | null | null | https://huggingface.co/cahya/wav2vec2-large-xlsr-turkish | false | MediaSpeech-TR | openslr/SLR108 | test | null | tr | null | null | null | hf-wav2vec2-ctc | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | native-turkish-arch | wav2vec2 | null | apache-2.0 | yes | true | unknown | 340.3 | 2,513 |
cahya/wav2vec2-large-xlsr-turkish | 30.17 | 4.85 | null | null | https://huggingface.co/cahya/wav2vec2-large-xlsr-turkish | false | Medical-TR | internal/medical | test | null | tr | null | null | null | hf-wav2vec2-ctc | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | native-turkish-arch | wav2vec2 | null | apache-2.0 | yes | true | unknown | null | 332 |
cahya/wav2vec2-large-xlsr-turkish | 67.51 | 26.73 | null | null | https://huggingface.co/cahya/wav2vec2-large-xlsr-turkish | false | WorldSpeech-TR | internal/worldspeech | test | null | tr | null | null | null | hf-wav2vec2-ctc | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | native-turkish-arch | wav2vec2 | null | apache-2.0 | yes | true | unknown | null | 250 |
m3hrdadfi/wav2vec2-large-xlsr-turkish | 38.41 | 8.87 | null | null | https://huggingface.co/m3hrdadfi/wav2vec2-large-xlsr-turkish | false | CommonVoice-17-TR | ysdede/commonvoice_17_tr_fixed | test | null | tr | null | null | null | hf-wav2vec2-ctc | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | native-turkish-arch | wav2vec2 | null | apache-2.0 | yes | true | in-domain (contaminated) | 290.9 | 2,000 |
m3hrdadfi/wav2vec2-large-xlsr-turkish | 42.34 | 8.05 | null | null | https://huggingface.co/m3hrdadfi/wav2vec2-large-xlsr-turkish | false | FLEURS-TR clean | google/fleurs | test | tr_tr | tr | 0.34 | null | null | hf-wav2vec2-ctc | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | native-turkish-arch | wav2vec2 | null | apache-2.0 | yes | true | clean | 296 | 100 |
m3hrdadfi/wav2vec2-large-xlsr-turkish | 56.74 | 16.3 | null | null | https://huggingface.co/m3hrdadfi/wav2vec2-large-xlsr-turkish | false | FLEURS-TR +noise | google/fleurs | test | tr_tr | tr | 1.01 | null | null | hf-wav2vec2-ctc | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | native-turkish-arch | wav2vec2 | null | apache-2.0 | yes | true | clean | 296 | 100 |
m3hrdadfi/wav2vec2-large-xlsr-turkish | 46.04 | 9.62 | null | null | https://huggingface.co/m3hrdadfi/wav2vec2-large-xlsr-turkish | false | FLEURS-TR +codec | google/fleurs | test | tr_tr | tr | 1.35 | null | null | hf-wav2vec2-ctc | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | native-turkish-arch | wav2vec2 | null | apache-2.0 | yes | true | clean | 296 | 100 |
m3hrdadfi/wav2vec2-large-xlsr-turkish | 62.7 | 19.98 | null | null | https://huggingface.co/m3hrdadfi/wav2vec2-large-xlsr-turkish | false | FLEURS-TR +noise+codec | google/fleurs | test | tr_tr | tr | 4.06 | null | null | hf-wav2vec2-ctc | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | native-turkish-arch | wav2vec2 | null | apache-2.0 | yes | true | clean | 296 | 100 |
m3hrdadfi/wav2vec2-large-xlsr-turkish | 56.77 | 15.01 | null | null | https://huggingface.co/m3hrdadfi/wav2vec2-large-xlsr-turkish | false | MediaSpeech-TR | openslr/SLR108 | test | null | tr | null | null | null | hf-wav2vec2-ctc | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | native-turkish-arch | wav2vec2 | null | apache-2.0 | yes | true | clean | 593.9 | 2,513 |
m3hrdadfi/wav2vec2-large-xlsr-turkish | 32.95 | 4.98 | null | null | https://huggingface.co/m3hrdadfi/wav2vec2-large-xlsr-turkish | false | Medical-TR | internal/medical | test | null | tr | null | null | null | hf-wav2vec2-ctc | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | native-turkish-arch | wav2vec2 | null | apache-2.0 | yes | true | unknown | null | 332 |
m3hrdadfi/wav2vec2-large-xlsr-turkish | 53.44 | 13.01 | null | null | https://huggingface.co/m3hrdadfi/wav2vec2-large-xlsr-turkish | false | WorldSpeech-TR | internal/worldspeech | test | null | tr | null | null | null | hf-wav2vec2-ctc | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | native-turkish-arch | wav2vec2 | null | apache-2.0 | yes | true | unknown | null | 250 |
mpoyraz/wav2vec2-xls-r-300m-cv8-turkish | 23.67 | 5.43 | null | null | https://huggingface.co/mpoyraz/wav2vec2-xls-r-300m-cv8-turkish | false | CommonVoice-17-TR | ysdede/commonvoice_17_tr_fixed | test | null | tr | null | null | null | hf-wav2vec2-ctc | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | native-turkish-arch | wav2vec2 | null | apache-2.0 | yes | true | in-domain (contaminated) | 314.2 | 2,000 |
mpoyraz/wav2vec2-xls-r-300m-cv8-turkish | 27.6 | 5.24 | null | null | https://huggingface.co/mpoyraz/wav2vec2-xls-r-300m-cv8-turkish | false | FLEURS-TR clean | google/fleurs | test | tr_tr | tr | 0.34 | null | null | hf-wav2vec2-ctc | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | native-turkish-arch | wav2vec2 | null | apache-2.0 | yes | true | unknown | 580.4 | 100 |
mpoyraz/wav2vec2-xls-r-300m-cv8-turkish | 42.71 | 12.26 | null | null | https://huggingface.co/mpoyraz/wav2vec2-xls-r-300m-cv8-turkish | false | FLEURS-TR +noise | google/fleurs | test | tr_tr | tr | 1.01 | null | null | hf-wav2vec2-ctc | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | native-turkish-arch | wav2vec2 | null | apache-2.0 | yes | true | unknown | 580.4 | 100 |
mpoyraz/wav2vec2-xls-r-300m-cv8-turkish | 32.51 | 6.67 | null | null | https://huggingface.co/mpoyraz/wav2vec2-xls-r-300m-cv8-turkish | false | FLEURS-TR +codec | google/fleurs | test | tr_tr | tr | 1.35 | null | null | hf-wav2vec2-ctc | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | native-turkish-arch | wav2vec2 | null | apache-2.0 | yes | true | unknown | 580.4 | 100 |
mpoyraz/wav2vec2-xls-r-300m-cv8-turkish | 50.27 | 15.79 | null | null | https://huggingface.co/mpoyraz/wav2vec2-xls-r-300m-cv8-turkish | false | FLEURS-TR +noise+codec | google/fleurs | test | tr_tr | tr | 4.06 | null | null | hf-wav2vec2-ctc | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | native-turkish-arch | wav2vec2 | null | apache-2.0 | yes | true | unknown | 580.4 | 100 |
mpoyraz/wav2vec2-xls-r-300m-cv8-turkish | 41.67 | 10.85 | null | null | https://huggingface.co/mpoyraz/wav2vec2-xls-r-300m-cv8-turkish | false | MediaSpeech-TR | openslr/SLR108 | test | null | tr | null | null | null | hf-wav2vec2-ctc | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | native-turkish-arch | wav2vec2 | null | apache-2.0 | yes | true | unknown | 595.1 | 2,513 |
mpoyraz/wav2vec2-xls-r-300m-cv8-turkish | 21.42 | 3 | null | null | https://huggingface.co/mpoyraz/wav2vec2-xls-r-300m-cv8-turkish | false | Medical-TR | internal/medical | test | null | tr | null | null | null | hf-wav2vec2-ctc | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | native-turkish-arch | wav2vec2 | null | apache-2.0 | yes | true | unknown | null | 332 |
mpoyraz/wav2vec2-xls-r-300m-cv8-turkish | 39.35 | 9.34 | null | null | https://huggingface.co/mpoyraz/wav2vec2-xls-r-300m-cv8-turkish | false | WorldSpeech-TR | internal/worldspeech | test | null | tr | null | null | null | hf-wav2vec2-ctc | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | native-turkish-arch | wav2vec2 | null | apache-2.0 | yes | true | unknown | null | 250 |
openai/whisper-base | 39.68 | 13 | null | null | https://huggingface.co/openai/whisper-base | true | CommonVoice-17-TR | ysdede/commonvoice_17_tr_fixed | test | null | tr | null | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 72.6 | apache-2.0 | yes | false | suspected | 37.6 | 2,000 |
openai/whisper-base | 26.14 | 6.17 | null | null | https://huggingface.co/openai/whisper-base | true | FLEURS-TR clean | google/fleurs | test | tr_tr | tr | 0.34 | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 72.6 | apache-2.0 | yes | false | suspected | 77.1 | 100 |
openai/whisper-base | 38.85 | 13.31 | null | null | https://huggingface.co/openai/whisper-base | true | FLEURS-TR +noise | google/fleurs | test | tr_tr | tr | 1.01 | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 72.6 | apache-2.0 | yes | false | suspected | 77.1 | 100 |
openai/whisper-base | 30.22 | 7.9 | null | null | https://huggingface.co/openai/whisper-base | true | FLEURS-TR +codec | google/fleurs | test | tr_tr | tr | 1.35 | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 72.6 | apache-2.0 | yes | false | suspected | 77.1 | 100 |
openai/whisper-base | 48.24 | 19.05 | null | null | https://huggingface.co/openai/whisper-base | true | FLEURS-TR +noise+codec | google/fleurs | test | tr_tr | tr | 4.06 | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 72.6 | apache-2.0 | yes | false | suspected | 77.1 | 100 |
openai/whisper-base | 32.03 | 11.4 | null | null | https://huggingface.co/openai/whisper-base | true | MediaSpeech-TR | openslr/SLR108 | test | null | tr | null | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 72.6 | apache-2.0 | yes | false | suspected | 98.4 | 2,513 |
openai/whisper-base | 25.36 | 4.56 | null | null | https://huggingface.co/openai/whisper-base | true | Medical-TR | internal/medical | test | null | tr | null | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 72.6 | apache-2.0 | yes | false | unknown | null | 332 |
openai/whisper-base | 27.94 | 8.15 | null | null | https://huggingface.co/openai/whisper-base | true | WorldSpeech-TR | internal/worldspeech | test | null | tr | null | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 72.6 | apache-2.0 | yes | false | unknown | null | 250 |
openai/whisper-large-v2 | 13.27 | 3.71 | null | null | https://huggingface.co/openai/whisper-large-v2 | true | CommonVoice-17-TR | ysdede/commonvoice_17_tr_fixed | test | null | tr | null | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 1,543.3 | apache-2.0 | yes | false | suspected | 18.9 | 2,000 |
openai/whisper-large-v2 | 7.25 | 1.38 | null | null | https://huggingface.co/openai/whisper-large-v2 | true | FLEURS-TR clean | google/fleurs | test | tr_tr | tr | 0.34 | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 1,543.3 | apache-2.0 | yes | false | suspected | 33.5 | 100 |
openai/whisper-large-v2 | 9.47 | 2.42 | null | null | https://huggingface.co/openai/whisper-large-v2 | true | FLEURS-TR +noise | google/fleurs | test | tr_tr | tr | 1.01 | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 1,543.3 | apache-2.0 | yes | false | suspected | 33.5 | 100 |
openai/whisper-large-v2 | 8.33 | 1.77 | null | null | https://huggingface.co/openai/whisper-large-v2 | true | FLEURS-TR +codec | google/fleurs | test | tr_tr | tr | 1.35 | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 1,543.3 | apache-2.0 | yes | false | suspected | 33.5 | 100 |
openai/whisper-large-v2 | 13.6 | 4.68 | null | null | https://huggingface.co/openai/whisper-large-v2 | true | FLEURS-TR +noise+codec | google/fleurs | test | tr_tr | tr | 4.06 | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 1,543.3 | apache-2.0 | yes | false | suspected | 33.5 | 100 |
openai/whisper-large-v2 | 15.68 | 8.53 | null | null | https://huggingface.co/openai/whisper-large-v2 | true | MediaSpeech-TR | openslr/SLR108 | test | null | tr | null | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 1,543.3 | apache-2.0 | yes | false | suspected | 34.7 | 2,513 |
openai/whisper-large-v2 | 4.63 | 0.77 | null | null | https://huggingface.co/openai/whisper-large-v2 | true | Medical-TR | internal/medical | test | null | tr | null | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 1,543.3 | apache-2.0 | yes | false | unknown | null | 332 |
openai/whisper-large-v2 | 10.52 | 3.81 | null | null | https://huggingface.co/openai/whisper-large-v2 | true | WorldSpeech-TR | internal/worldspeech | test | null | tr | null | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 1,543.3 | apache-2.0 | yes | false | unknown | null | 250 |
openai/whisper-large-v3-turbo | 12.82 | 3.27 | null | null | https://huggingface.co/openai/whisper-large-v3-turbo | true | CommonVoice-17-TR | ysdede/commonvoice_17_tr_fixed | test | null | tr | null | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 808.9 | mit | yes | false | suspected | 25.8 | 2,000 |
openai/whisper-large-v3-turbo | 6.55 | 1.47 | null | null | https://huggingface.co/openai/whisper-large-v3-turbo | true | FLEURS-TR clean | google/fleurs | test | tr_tr | tr | 0.34 | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 808.9 | mit | yes | false | suspected | 87.3 | 100 |
openai/whisper-large-v3-turbo | 9.12 | 2.43 | null | null | https://huggingface.co/openai/whisper-large-v3-turbo | true | FLEURS-TR +noise | google/fleurs | test | tr_tr | tr | 1.01 | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 808.9 | mit | yes | false | suspected | 87.3 | 100 |
openai/whisper-large-v3-turbo | 7.11 | 1.59 | null | null | https://huggingface.co/openai/whisper-large-v3-turbo | true | FLEURS-TR +codec | google/fleurs | test | tr_tr | tr | 1.35 | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 808.9 | mit | yes | false | suspected | 87.3 | 100 |
openai/whisper-large-v3-turbo | 13.02 | 4.45 | null | null | https://huggingface.co/openai/whisper-large-v3-turbo | true | FLEURS-TR +noise+codec | google/fleurs | test | tr_tr | tr | 4.06 | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 808.9 | mit | yes | false | suspected | 87.3 | 100 |
openai/whisper-large-v3-turbo | 13.47 | 6.1 | null | null | https://huggingface.co/openai/whisper-large-v3-turbo | true | MediaSpeech-TR | openslr/SLR108 | test | null | tr | null | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 808.9 | mit | yes | false | unknown | 72.8 | 2,513 |
openai/whisper-large-v3-turbo | 4.45 | 0.64 | null | null | https://huggingface.co/openai/whisper-large-v3-turbo | true | Medical-TR | internal/medical | test | null | tr | null | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 808.9 | mit | yes | false | unknown | null | 332 |
openai/whisper-large-v3-turbo | 9.02 | 2.9 | null | null | https://huggingface.co/openai/whisper-large-v3-turbo | true | WorldSpeech-TR | internal/worldspeech | test | null | tr | null | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 808.9 | mit | yes | false | unknown | null | 250 |
openai/whisper-large-v3 | 11.3 | 2.79 | null | null | https://huggingface.co/openai/whisper-large-v3 | true | CommonVoice-17-TR | ysdede/commonvoice_17_tr_fixed | test | null | tr | null | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 1,543.5 | apache-2.0 | yes | false | suspected | 18.9 | 2,000 |
openai/whisper-large-v3 | 6.37 | 1.27 | null | null | https://huggingface.co/openai/whisper-large-v3 | true | FLEURS-TR clean | google/fleurs | test | tr_tr | tr | 0.34 | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 1,543.5 | apache-2.0 | yes | false | suspected | 44.5 | 100 |
openai/whisper-large-v3 | 8.21 | 2.24 | null | null | https://huggingface.co/openai/whisper-large-v3 | true | FLEURS-TR +noise | google/fleurs | test | tr_tr | tr | 1.01 | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 1,543.5 | apache-2.0 | yes | false | suspected | 44.5 | 100 |
openai/whisper-large-v3 | 7.06 | 1.46 | null | null | https://huggingface.co/openai/whisper-large-v3 | true | FLEURS-TR +codec | google/fleurs | test | tr_tr | tr | 1.35 | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 1,543.5 | apache-2.0 | yes | false | suspected | 44.5 | 100 |
openai/whisper-large-v3 | 11.98 | 4.19 | null | null | https://huggingface.co/openai/whisper-large-v3 | true | FLEURS-TR +noise+codec | google/fleurs | test | tr_tr | tr | 4.06 | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 1,543.5 | apache-2.0 | yes | false | suspected | 44.5 | 100 |
openai/whisper-large-v3 | 13.36 | 6.12 | null | null | https://huggingface.co/openai/whisper-large-v3 | true | MediaSpeech-TR | openslr/SLR108 | test | null | tr | null | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 1,543.5 | apache-2.0 | yes | false | suspected | 34.2 | 2,513 |
openai/whisper-large-v3 | 3.88 | 0.61 | null | null | https://huggingface.co/openai/whisper-large-v3 | true | Medical-TR | internal/medical | test | null | tr | null | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 1,543.5 | apache-2.0 | yes | false | unknown | null | 332 |
openai/whisper-large-v3 | 8.97 | 2.7 | null | null | https://huggingface.co/openai/whisper-large-v3 | true | WorldSpeech-TR | internal/worldspeech | test | null | tr | null | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 1,543.5 | apache-2.0 | yes | false | unknown | null | 250 |
openai/whisper-medium | 16.36 | 4.74 | null | null | https://huggingface.co/openai/whisper-medium | true | CommonVoice-17-TR | ysdede/commonvoice_17_tr_fixed | test | null | tr | null | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 763.9 | apache-2.0 | yes | false | suspected | 23.2 | 2,000 |
openai/whisper-medium | 9.24 | 2.06 | null | null | https://huggingface.co/openai/whisper-medium | true | FLEURS-TR clean | google/fleurs | test | tr_tr | tr | 0.34 | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 763.9 | apache-2.0 | yes | false | suspected | 57.5 | 100 |
openai/whisper-medium | 12.55 | 3.49 | null | null | https://huggingface.co/openai/whisper-medium | true | FLEURS-TR +noise | google/fleurs | test | tr_tr | tr | 1.01 | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 763.9 | apache-2.0 | yes | false | suspected | 57.5 | 100 |
openai/whisper-medium | 10.34 | 2.36 | null | null | https://huggingface.co/openai/whisper-medium | true | FLEURS-TR +codec | google/fleurs | test | tr_tr | tr | 1.35 | null | null | faster-whisper-ct2 | cuda | NVIDIA GeForce RTX 5090 | float16 | {'beam_size': 5} | null | turkspeak-trnorm | null | null | null | null | 20,260,705 | null | whisper-family | whisper | 763.9 | apache-2.0 | yes | false | suspected | 57.5 | 100 |
End of preview. Expand in Data Studio
Turkish ASR Benchmark — data store
Backing store for the Turkish ASR Benchmark space.
metrics-00.csv holds one row per (model, dataset-leg); the Space pivots it into the board.
Türkçe
Bu depo, Turkish ASR Benchmark
leaderboard'unun veri kaynağıdır. metrics-00.csv her (model, veri-seti) satırını tutar.
Metodoloji
Metrik. Korpus-seviyesi WER / CER (jiwer). Referans ve hipotez aynı turkspeak-trnorm Türkçe
normalizeri ile normalize edilir (küçük harf, noktalama temizliği, sayı→kelime).
Backend. Whisper-ailesi modeller faster-whisper (CTranslate2) ile beam=5, fp16, language=tr;
native wav2vec2/conformer modeller 🤗 Transformers CTC ile (greedy, dil modeli yok). backend
kolonu hangisinin kullanıldığını belirtir.
Veri setleri.
- FLEURS-TR bozunma — 100 FLEURS-TR test klibi × 20 koşul (temiz · MUSAN gürültü @20/10/0 dB · Opus @32/16/12/8 kbps · tüm gürültü×kodek kombinasyonları) → 4 board kolonu (koşul-ortalamalı korpus-WER).
- Common Voice 17 TR (
ysdede/commonvoice_17_tr_fixed, cc0) — crowdsourced okuma. - MediaSpeech-TR (OpenSLR SLR108, cc-by-4.0) — yayın okuma.
- WorldSpeech-TR — parlamento/yayın alanı. Medical-TR — tıbbi alan.
- Sentetik TTS "turkishvoice" seti bilinçli olarak dışlanmıştır.
Veri sızıntısı. Her (model, veri-seti) satırı bir contamination durumu taşır:
in-domain (contaminated) (kart eğitim verisinde listeliyor), suspected (açıklanmamış web-ölçekli
veriyle eğitilmiş temel modeller), unknown, clean. Çoğu Türkçe fine-tune Common Voice ile
eğitildiği için CV bacağı alan-içidir; facebook/mms-1b-all eğitimde FLEURS listelediği için FLEURS
bacağı gösterilmez.
Kolonlar
Orijinal ysdede şeması (asr_model_name, wer, cer, …, backend, dtype, asr_options, normalizer, …)
- ek kolonlar:
family,params_m,license,commercial_use,turkish_specialized,contamination.
Katkı
metrics-00.csv'ye satır ekleyen bir PR açın ya da HF model id'nizle bir discussion açın — aynı
reçeteyle biz çalıştırırız.
English
This dataset is the backing store for the
Turkish ASR Benchmark leaderboard.
metrics-00.csv holds one row per (model, dataset-leg).
Methodology
Metric. Corpus-level WER / CER (jiwer). References and hypotheses are normalised with the same
turkspeak-trnorm Turkish normalizer (casefold, punctuation strip, number→word).
Backend. Whisper-family models run via faster-whisper (CTranslate2), beam=5, fp16, language=tr;
native wav2vec2/conformer models via 🤗 Transformers CTC (greedy, no LM). The backend column
records which was used.
Datasets.
- FLEURS-TR degradation — 100 FLEURS-TR clips × 20 conditions (clean · MUSAN noise @20/10/0 dB · Opus @32/16/12/8 kbps · every noise×codec combo) → 4 board columns (condition-averaged corpus-WER).
- Common Voice 17 TR (
ysdede/commonvoice_17_tr_fixed, cc0) — crowdsourced read speech. - MediaSpeech-TR (OpenSLR SLR108, cc-by-4.0) — broadcast read speech.
- WorldSpeech-TR — parliament/broadcast domain. Medical-TR — medical domain.
- A synthetic TTS "turkishvoice" set is deliberately excluded.
Data leakage. Each (model, dataset) leg carries a contamination status:
in-domain (contaminated) (card lists it as training data), suspected (base models on undisclosed
web-scale audio), unknown, clean. Most Turkish fine-tunes train on Common Voice (CV leg in-domain);
facebook/mms-1b-all lists FLEURS in training so its FLEURS leg is withheld.
Columns
Original ysdede schema (asr_model_name, wer, cer, …, backend, dtype, asr_options, normalizer, …)
plus: family, params_m, license, commercial_use, turkish_specialized, contamination.
Submit
Open a PR adding rows to metrics-00.csv, or a discussion with your HF model id — we run it with the
exact recipe above.
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