SaarAI commited on
Commit
2d8227b
·
verified ·
1 Parent(s): 7f0a599

Add CER benchmark table

Browse files
Files changed (1) hide show
  1. data/CER.csv +13 -13
data/CER.csv CHANGED
@@ -1,13 +1,13 @@
1
- model,augmented_cer,low_audio_cer,over_augmented_cer,over_augmented_telecom_cer,telecom_cer,telecom_random_cer,train_cer
2
- badrex/Ethio-ASR-amharic,14.66,13.42,17.0,50.18,19.22,20.76,13.36
3
- badrex/Ethio-ASR-multilingual-300M,32.23,27.46,40.51,107.69,47.7,50.5,27.46
4
- badrex/Ethio-ASR-multilingual-600M,24.28,21.92,27.83,68.62,32.56,34.18,21.74
5
- badrex/Ethio-ASR-multilingual-94M,27.56,25.14,31.79,71.32,36.45,38.11,25.11
6
- facebook/mms-1b-all,81.83,81.08,82.39,89.2,82.97,83.14,81.07
7
- omniASR_CTC_1B_v2,16.19,14.35,19.44,78.0,22.39,24.12,14.24
8
- omniASR_CTC_300M_v2,20.36,18.98,23.97,76.78,28.82,31.29,18.91
9
- omniASR_CTC_3B_v2,13.62,11.34,15.44,61.04,15.92,17.76,11.5
10
- omniASR_LLM_1B_v2,16.07,11.4,17.7,60.43,20.33,21.23,11.35
11
- omniASR_LLM_300M_v2,18.93,14.7,21.53,62.99,23.7,24.95,14.2
12
- omniASR_LLM_3B_v2,16.0,10.26,17.42,64.58,18.81,21.03,10.2
13
- openai/whisper-small,152.44,150.27,159.98,226.12,145.86,149.03,151.7
 
1
+ Model,Clean Studio,Ambient Room Noise,Harsh Environment,Distant / Low-Volume Mic,Wideband Phone (VoLTE),Randomized Phone Channel,Narrowband 2G + Packet Loss,Average
2
+ badrex/Ethio-ASR-amharic,13.36,14.66,17.0,13.42,19.22,20.76,50.18,21.23
3
+ badrex/Ethio-ASR-multilingual-300M,27.46,32.23,40.51,27.46,47.7,50.5,107.69,47.65
4
+ badrex/Ethio-ASR-multilingual-600M,21.74,24.28,27.83,21.92,32.56,34.18,68.62,33.02
5
+ badrex/Ethio-ASR-multilingual-94M,25.11,27.56,31.79,25.14,36.45,38.11,71.32,36.5
6
+ facebook/mms-1b-all,81.07,81.83,82.39,81.08,82.97,83.14,89.2,83.1
7
+ omniASR_CTC_1B_v2,14.24,16.19,19.44,14.35,22.39,24.12,78.0,26.96
8
+ omniASR_CTC_300M_v2,18.91,20.36,23.97,18.98,28.82,31.29,76.78,31.3
9
+ omniASR_CTC_3B_v2,11.5,13.62,15.44,11.34,15.92,17.76,61.04,20.95
10
+ omniASR_LLM_1B_v2,11.35,16.07,17.7,11.4,20.33,21.23,60.43,22.64
11
+ omniASR_LLM_300M_v2,14.2,18.93,21.53,14.7,23.7,24.95,62.99,25.86
12
+ omniASR_LLM_3B_v2,10.2,16.0,17.42,10.26,18.81,21.03,64.58,22.61
13
+ openai/whisper-small,151.7,152.44,159.98,150.27,145.86,149.03,226.12,162.2