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speechbrain

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speechbrain
A PyTorch-based Speech Toolkit

Python · 11828 stars

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Difficulty 2/5 1-3 hours Newbie friendliness 45/100

speechbrain/speechbrain#3076 · Opened Aug 28, 2026
FutureWarning: `torch.nn.utils.weight_norm` is deprecated in favor of `torch.nn.utils.parametrizations.weight_norm`. Open

bug

Difficulty 3/5 1-2 days Newbie friendliness 58/100

speechbrain/speechbrain#3074 · Opened Aug 26, 2026
Training efficiency regression since SpeechBrain 1.1.0 Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 55/100

speechbrain/speechbrain#3071 · 3 comments · Opened Jul 29, 2026
make_pe() in class RelPosEncXL Open

bug

Difficulty 3/5 1-2 days Newbie friendliness 45/100

speechbrain/speechbrain#3070 · 1 comment · Opened Jul 27, 2026
Feature request: Add FunASR/SenseVoice model integration Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

speechbrain/speechbrain#3058 · Opened May 31, 2026
HyperConformer and Conformer Achieve Higher WER on test-other When Trained on 100h LibriSpeech Open

bug

Difficulty 5/5 Over a week Newbie friendliness 25/100

speechbrain/speechbrain#3041 · 4 comments · Opened Mar 13, 2026
I can not download RIR.zip and noises.zip for voxceleb train speaker rec Open

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Difficulty 3/5 1-2 days Newbie friendliness 30/100

speechbrain/speechbrain#3014 · Opened Dec 11, 2025
AttributeError: module 'torchaudio' has no attribute 'list_audio_backends' Open

bug

Difficulty 2/5 1-3 hours Newbie friendliness 45/100

speechbrain/speechbrain#3012 · 11 comments · 9 reactions · Opened Dec 3, 2025
`LazyModule` not playing well with `%autoreload` Open

bug

Difficulty 3/5 1-2 days Newbie friendliness 35/100

speechbrain/speechbrain#2995 · 2 comments · Opened Nov 12, 2025
Performance dismatch on xvector Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 28/100

speechbrain/speechbrain#2979 · Opened Oct 8, 2025
VAD fails with cuDNN error when using GPU Open

bug

Difficulty 3/5 1-2 days Newbie friendliness 48/100

speechbrain/speechbrain#2970 · Opened Sep 5, 2025
ASR training from scratch Open

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Difficulty 4/5 3-5 days Newbie friendliness 25/100

speechbrain/speechbrain#2968 · 2 comments · Opened Aug 22, 2025
CUFFT_INTERNAL_ERROR Open

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Difficulty 4/5 3-5 days Newbie friendliness 25/100

speechbrain/speechbrain#2956 · Opened Jul 25, 2025
fetching double path from classifier Open

bug

Difficulty 3/5 1-2 days Newbie friendliness 25/100

speechbrain/speechbrain#2941 · Opened Jul 2, 2025
训练两种语言 Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 20/100

speechbrain/speechbrain#2936 · Opened Jun 12, 2025
没有办法调整阈值 Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 32/100

speechbrain/speechbrain#2917 · Opened May 15, 2025
`Brain` `hparams` can only be accessed with dot notation, not by name Open

bug

Difficulty 3/5 1-2 days Newbie friendliness 52/100

speechbrain/speechbrain#2898 · 3 comments · Opened May 8, 2025
`sb.utils.quirks.apply_quirks()` causes jit problems when interacting with other libraries with cuda Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 35/100

speechbrain/speechbrain#2896 · 1 comment · Opened May 5, 2025
SepformerSeparation can not load audio. Open

bug

Difficulty 2/5 1-3 hours Newbie friendliness 45/100

speechbrain/speechbrain#2891 · Opened May 1, 2025
Recipe CommonVoice/ASR/transformer fails with error 'WhisperTokenizerFast' object has no attribute 'normalize' Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 35/100

speechbrain/speechbrain#2884 · 2 comments · Opened Apr 11, 2025
Add Beam Search tutorial Open

enhancement

speechbrain/speechbrain#2879 · 1 assignee · Opened Apr 9, 2025
Fluent Speech Commands WER wrong since `eos` is counted as token Open

bug

speechbrain/speechbrain#2863 · 2 comments · 1 assignee · Opened Mar 14, 2025
Weights only load failed. In PyTorch 2.6, we changed the default value of the `weights_only` argument in `torch.load` from `False` to `True`. Open

bug

Difficulty 2/5 1-3 hours Newbie friendliness 35/100

speechbrain/speechbrain#2856 · 1 comment · 1 reaction · Opened Mar 10, 2025
Add basic FSDP support for sharded training Open

enhancement

speechbrain/speechbrain#2848 · 3 comments · 2 reactions · 1 assignee · Opened Mar 4, 2025
Add PC-GITA Recipe with VocalFeatures Open

recipes

speechbrain/speechbrain#2847 · 1 assignee · Opened Mar 4, 2025
Standardize LR schedulers Open

correctness refactor

speechbrain/speechbrain#2845 · 1 reaction · 1 assignee · Opened Mar 4, 2025
Add 4-bit quantization support through `bitsandbytes` integration Open

enhancement

speechbrain/speechbrain#2844 · 5 comments · 2 assignees · Opened Mar 4, 2025
documentation installation commands mis-formatted Open

bug

Difficulty 2/5 1-3 hours Newbie friendliness 48/100

speechbrain/speechbrain#2843 · Opened Mar 3, 2025
SpeechBrain should rely on steps and epochs Open

bug

Difficulty 5/5 Over a week Newbie friendliness 30/100

speechbrain/speechbrain#2841 · 2 comments · Opened Feb 28, 2025
G2P model generates the unwanted <eos> token at the end of sequence during training Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 35/100

speechbrain/speechbrain#2834 · 1 comment · Opened Feb 24, 2025
Real-Time ASR with Device Capture using torchaudio StreamReader Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

speechbrain/speechbrain#2831 · 5 comments · Opened Feb 20, 2025
can not install speechbrain 0.5 Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 25/100

speechbrain/speechbrain#2829 · Opened Feb 17, 2025
Issue with Indian accent English language identification using VoxLingua107 ECAPA-TDNN. Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 25/100

speechbrain/speechbrain#2826 · 2 comments · 2 reactions · Opened Feb 14, 2025
I cannot install speechbrain v1.0.2 Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 20/100

speechbrain/speechbrain#2818 · 5 comments · Opened Feb 7, 2025
Inconsistent Device Error in Explicit ASR Inference Open

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Difficulty 4/5 3-5 days Newbie friendliness 35/100

speechbrain/speechbrain#2809 · 3 comments · Opened Jan 30, 2025
ASR error rate growth while finetuning Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 25/100

speechbrain/speechbrain#2808 · 1 comment · Opened Jan 29, 2025
Encountered a TypeError: expected string or bytes-like object when training the model using dual-GPU model sharding. Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 25/100

speechbrain/speechbrain#2778 · 4 comments · Opened Dec 6, 2024
SpeechBrain Quantization refactoring Open

bug

speechbrain/speechbrain#2764 · 5 comments · 3 assignees · Opened Nov 21, 2024
Italian Hugging Face ASR Models need updates Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 35/100

speechbrain/speechbrain#2757 · 6 comments · Opened Nov 20, 2024
SpeechBrain 1.0 Reference needs updated Open

correctness documentation

Difficulty 2/5 1-3 hours Newbie friendliness 55/100

speechbrain/speechbrain#2756 · 2 comments · Opened Nov 18, 2024
GigaSpeech: 1% absolute WER discrepancy between training script eval and evaluation through StreamingASR Open

bug

speechbrain/speechbrain#2753 · 1 comment · 1 assignee · Opened Nov 8, 2024
Some timers-and-such recipe tests fail Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 35/100

speechbrain/speechbrain#2738 · Opened Oct 30, 2024
Transducer Loss using Triton Open

enhancement performance

Difficulty 5/5 Over a week Newbie friendliness 25/100

speechbrain/speechbrain#2736 · 2 comments · Opened Oct 29, 2024
Investigate custom Triton kernels for depthwise-separable convolutions in Conformer Open

enhancement performance

Difficulty 5/5 Over a week Newbie friendliness 25/100

speechbrain/speechbrain#2733 · 2 comments · Opened Oct 27, 2024
noisy_wav, lens = batch.noisy_sig? Open

bug

Difficulty 3/5 1-2 days Newbie friendliness 25/100

speechbrain/speechbrain#2719 · 1 comment · Opened Oct 15, 2024
High Training Loss and WER in Transducer Recipe on LibriSpeech 960hrs Dataset Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 25/100

speechbrain/speechbrain#2713 · 12 comments · Opened Oct 10, 2024
Harmonize Adapters and MultiWOZ w/ QLoRA Open

speechbrain/speechbrain#2710 · 1 comment · 1 assignee · Opened Oct 8, 2024
Consistently fails after running for a while. Tried WAV MP3 formats. Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 30/100

speechbrain/speechbrain#2706 · 2 comments · 1 reaction · Opened Oct 1, 2024
Regarding the vocoder, after we finish training it, how can we perform inference? Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 25/100

speechbrain/speechbrain#2705 · 1 comment · Opened Sep 27, 2024
Missing the links to the model&log files in Voxceleb recipe. Open

bug

Difficulty 3/5 1-2 days Newbie friendliness 45/100

speechbrain/speechbrain#2684 · Opened Sep 11, 2024

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