SOTA Automatic Speech Recognition on SWITCHBOARD swbd and PapersWithCode

4.3WER

SOTA

Updated 3d ago

Evaluation Results

Method
SOTA 2021.09	4.3	-
ConformerXXL-RNNT-P + Downstream NST 2021.09	4.5	-
ConformerXXL-RNNT-P 2021.09	4.6	-
ConformerXXL-LibriLight 2021.09	4.8	-
ConformerXXL-RNNT-PS# 2021.09	4.8	-
ConformerXXL-RNNT-P + Downstream NST (Non-filtered) 2021.09	5.2	-
Combination 2016.09	6.2	-
Saon et al. Combination 2016.09	6.6	-
ResNet 2016.09	6.9	-
LACE 2016.09	7.1	-
ResNet GMM alignment 2016.09	7.3	-
Combination 2016.09	7.4	-
27k Senone BLSTM 2016.09	7.5	-
Saon et al. Combination 2016.09	7.6	-
VGG 2016.09	7.6	-
BLSTM 2016.09	7.8	-
300h ResNet 2016.09	8.2	-
LACE 2016.09	8.3	-
Povey et al. LSTM 2016.09	8.5	-
ResNet 2016.09	8.6	-
27k Senone BLSTM 2016.09	8.7	-
Kaldi (s5) 2019.09	8.8	-
ResNet GMM alignment 2016.09	8.8	-
ESPnet Transformer 2019.09	9	-
Saon et al. LSTM 2016.09	9	-
BLSTM 2016.09	9	-
VGG 2016.09	9.1	-
Whisper (real label) 2024.05	9.9	-
300h ResNet 2016.09	10	-
STAR 2024.05	11.7	-
TOKreweight (A_t) 2024.05	11.9	-
TOKreweight (G_t) 2024.05	12.3	-
UTTfilter 2024.05	12.7	-
ClozeGER 2024.05	12.9	21.3
Whisper (self-train.) 2024.05	13	-
ClozeGER 2024.05	13.3	18.9
Whisper (frozen) 2024.05	13.3	-
ESPnet RNN 2019.09	15.6	-
Whisper Baseline 2024.05	16.4	-