Model: MLSpeech/CarelessWhisper-Streaming
Author: MLSpeech
Pipeline: automatic-speech-recognition
Tags: streaming, asr, Transformer, encoder-decoder, pytorch, audio, speech, Whisper, automatic-speech-recognition, en, fr, de, pt, es, dataset:openslr/librispeech_asr, dataset:facebook/multilingual_librispeech, arxiv:2508.12301, base_model:openai/whisper-base, base_model:finetune:openai/whisper-base, model-index, region:us
Base models (finetune): id: openai/whisper-base
Card metadata: datasets: openslr/librispeech_asr, facebook/multilingual_librispeech
language: en, fr, de, pt, es
metrics: wer
base_model: openai/whisper-large-v2, openai/whisper-small, openai/whisper-base
pipeline_tag: automatic-speech-recognition
tags: streaming, asr, Transformer, encoder-decoder, pytorch, audio, speech, Whisper
model-index: name: CarelessWhisper-large-v2
results: task: type: streaming-transcription-chunk-300msec
dataset: name: test-clean
type: LibriSpeech
metrics: name: Word Error Rate (WER) [%]
type: Word Error Rate (WER) [%]
value: 5.29
verified: no, name: Aligned-Relative Word Error Rate (ARWER) [%]
type: Aligned-Relative Word Error Rate (WER) [%]
value: 6
verified: no, task: type: streaming-transcription-chunk-300msec
dataset: name: test-other
type: LibriSpeech
metrics: name: Word Error Rate (WER) [%]
type: Word Error Rate (WER) [%]
value: 10.74
verified: no, name: Aligned-Relative Word Error Rate (ARWER) [%]
type: Aligned-Relative Word Error Rate (WER) [%]
value: 11.38
verified: no, task: type: streaming-transcription-chunk-200msec
dataset: name: test-clean
type: LibriSpeech
metrics: name: Word Error Rate (WER) [%]
type: Word Error Rate (WER) [%]
value: 5.92
verified: no, name: Aligned-Relative Word Error Rate (ARWER) [%]
type: Aligned-Relative Word Error Rate (WER) [%]
value: 6.63
verified: no, task: type: streaming-transcription-chunk-200msec
dataset: name: test-other
type: LibriSpeech
metrics: name: Word Error Rate (WER) [%]
type: Word Error Rate (WER) [%]
value: 11.41
verified: no, name: Aligned-Relative Word Error Rate (ARWER) [%]
type: Aligned-Relative Word Error Rate (WER) [%]
value: 12.6
verified: no, task: type: streaming-transcription-chunk-100msec
dataset: name: test-clean
type: LibriSpeech
metrics: name: Word Error Rate (WER) [%]
type: Word Error Rate (WER) [%]
value: 6.33
verified: no, name: Aligned-Relative Word Error Rate (ARWER) [%]
type: Aligned-Relative Word Error Rate (WER) [%]
value: 7.76
verified: no, task: type: streaming-transcription-chunk-100msec
dataset: name: test-other
type: LibriSpeech
metrics: name: Word Error Rate (WER) [%]
type: Word Error Rate (WER) [%]
value: 13.06
verified: no, name: Aligned-Relative Word Error Rate (ARWER) [%]
type: Aligned-Relative Word Error Rate (WER) [%]
value: 14.99
verified: no, task: type: streaming-transcription-chunk-40msec
dataset: name: test-clean
type: LibriSpeech
metrics: name: Word Error Rate (WER) [%]
type: Word Error Rate (WER) [%]
value: 7.76
verified: no, name: Aligned-Relative Word Error Rate (ARWER) [%]
type: Aligned-Relative Word Error Rate (WER) [%]
value: 9.94
verified: no, task: type: streaming-transcription-chunk-40msec
dataset: name: test-other
type: LibriSpeech
metrics: name: Word Error Rate (WER) [%]
type: Word Error Rate (WER) [%]
value: 16.73
verified: no, name: Aligned-Relative Word Error Rate (ARWER) [%]
type: Aligned-Relative Word Error Rate (WER) [%]
value: 19.28
verified: no
Likes: 4 | All-time downloads: 0
Created: 2025-07-16 12:43:43