From d2bd0933b1462fefdc7ac2b41881ae0eb71be873 Mon Sep 17 00:00:00 2001 From: zr_jin Date: Tue, 17 Oct 2023 21:22:32 +0800 Subject: [PATCH] Compatibility with the latest Lhotse (#1314) --- .../ASR/pruned_transducer_stateless2/asr_datamodule.py | 2 +- .../ASR/transducer_stateless_modified-2/asr_datamodule.py | 2 +- .../ASR/pruned_transducer_stateless5/asr_datamodule.py | 2 +- .../ASR/pruned_transducer_stateless5/asr_datamodule.py | 2 +- .../ASR/pruned_transducer_stateless2/asr_datamodule.py | 2 +- .../ASR_v2/pruned_transducer_stateless7/asr_datamodule.py | 3 +-- egs/ami/ASR/pruned_transducer_stateless7/asr_datamodule.py | 2 +- egs/ami/SURT/dprnn_zipformer/asr_datamodule.py | 2 +- .../ASR/pruned_transducer_stateless7/asr_datamodule.py | 2 +- egs/csj/ASR/local/utils/asr_datamodule.py | 2 +- egs/gigaspeech/ASR/conformer_ctc/asr_datamodule.py | 2 +- .../ASR/pruned_transducer_stateless2/asr_datamodule.py | 2 +- egs/libricss/SURT/dprnn_zipformer/asr_datamodule.py | 2 +- egs/librispeech/ASR/pruned2_knowledge/asr_datamodule.py | 2 +- .../ASR/pruned_transducer_stateless3/asr_datamodule.py | 2 +- egs/librispeech/ASR/pruned_transducer_stateless7/gigaspeech.py | 2 +- egs/librispeech/ASR/tdnn_lstm_ctc/asr_datamodule.py | 2 +- egs/mgb2/ASR/conformer_ctc/asr_datamodule.py | 3 +-- egs/multi_zh-hans/ASR/zipformer/asr_datamodule.py | 2 +- .../ASR/pruned_transducer_stateless2/asr_datamodule.py | 3 +-- egs/swbd/ASR/conformer_ctc/asr_datamodule.py | 2 +- .../ASR/pruned_transducer_stateless5/asr_datamodule.py | 2 +- egs/tedlium3/ASR/transducer_stateless/asr_datamodule.py | 2 +- egs/timit/ASR/tdnn_lstm_ctc/asr_datamodule.py | 2 +- .../ASR/pruned_transducer_stateless2/asr_datamodule.py | 2 +- .../ASR/pruned_transducer_stateless5/asr_datamodule.py | 2 +- 26 files changed, 26 insertions(+), 29 deletions(-) diff --git a/egs/aidatatang_200zh/ASR/pruned_transducer_stateless2/asr_datamodule.py b/egs/aidatatang_200zh/ASR/pruned_transducer_stateless2/asr_datamodule.py index 49a697bfd..3667c2ad0 100644 --- a/egs/aidatatang_200zh/ASR/pruned_transducer_stateless2/asr_datamodule.py +++ b/egs/aidatatang_200zh/ASR/pruned_transducer_stateless2/asr_datamodule.py @@ -211,7 +211,7 @@ class Aidatatang_200zhAsrDataModule: if self.args.enable_musan: logging.info("Enable MUSAN") transforms.append( - CutMix(cuts=cuts_musan, prob=0.5, snr=(10, 20), preserve_id=True) + CutMix(cuts=cuts_musan, p=0.5, snr=(10, 20), preserve_id=True) ) else: logging.info("Disable MUSAN") diff --git a/egs/aishell/ASR/transducer_stateless_modified-2/asr_datamodule.py b/egs/aishell/ASR/transducer_stateless_modified-2/asr_datamodule.py index 9c6021a19..cd8dd821c 100644 --- a/egs/aishell/ASR/transducer_stateless_modified-2/asr_datamodule.py +++ b/egs/aishell/ASR/transducer_stateless_modified-2/asr_datamodule.py @@ -160,7 +160,7 @@ class AsrDataModule: if cuts_musan is not None: logging.info("Enable MUSAN") transforms.append( - CutMix(cuts=cuts_musan, prob=0.5, snr=(10, 20), preserve_id=True) + CutMix(cuts=cuts_musan, p=0.5, snr=(10, 20), preserve_id=True) ) else: logging.info("Disable MUSAN") diff --git a/egs/aishell2/ASR/pruned_transducer_stateless5/asr_datamodule.py b/egs/aishell2/ASR/pruned_transducer_stateless5/asr_datamodule.py index af37cc175..8f6a88f59 100644 --- a/egs/aishell2/ASR/pruned_transducer_stateless5/asr_datamodule.py +++ b/egs/aishell2/ASR/pruned_transducer_stateless5/asr_datamodule.py @@ -218,7 +218,7 @@ class AiShell2AsrDataModule: logging.info("About to get Musan cuts") cuts_musan = load_manifest(self.args.manifest_dir / "musan_cuts.jsonl.gz") transforms.append( - CutMix(cuts=cuts_musan, prob=0.5, snr=(10, 20), preserve_id=True) + CutMix(cuts=cuts_musan, p=0.5, snr=(10, 20), preserve_id=True) ) else: logging.info("Disable MUSAN") diff --git a/egs/aishell4/ASR/pruned_transducer_stateless5/asr_datamodule.py b/egs/aishell4/ASR/pruned_transducer_stateless5/asr_datamodule.py index da9da371e..4ad98fb51 100644 --- a/egs/aishell4/ASR/pruned_transducer_stateless5/asr_datamodule.py +++ b/egs/aishell4/ASR/pruned_transducer_stateless5/asr_datamodule.py @@ -228,7 +228,7 @@ class Aishell4AsrDataModule: if self.args.enable_musan: logging.info("Enable MUSAN") transforms.append( - CutMix(cuts=cuts_musan, prob=0.5, snr=(10, 20), preserve_id=True) + CutMix(cuts=cuts_musan, p=0.5, snr=(10, 20), preserve_id=True) ) else: logging.info("Disable MUSAN") diff --git a/egs/alimeeting/ASR/pruned_transducer_stateless2/asr_datamodule.py b/egs/alimeeting/ASR/pruned_transducer_stateless2/asr_datamodule.py index 4799da19d..5ad80817a 100644 --- a/egs/alimeeting/ASR/pruned_transducer_stateless2/asr_datamodule.py +++ b/egs/alimeeting/ASR/pruned_transducer_stateless2/asr_datamodule.py @@ -211,7 +211,7 @@ class AlimeetingAsrDataModule: if self.args.enable_musan: logging.info("Enable MUSAN") transforms.append( - CutMix(cuts=cuts_musan, prob=0.5, snr=(10, 20), preserve_id=True) + CutMix(cuts=cuts_musan, p=0.5, snr=(10, 20), preserve_id=True) ) else: logging.info("Disable MUSAN") diff --git a/egs/alimeeting/ASR_v2/pruned_transducer_stateless7/asr_datamodule.py b/egs/alimeeting/ASR_v2/pruned_transducer_stateless7/asr_datamodule.py index 1cfd053c7..9d288218a 100644 --- a/egs/alimeeting/ASR_v2/pruned_transducer_stateless7/asr_datamodule.py +++ b/egs/alimeeting/ASR_v2/pruned_transducer_stateless7/asr_datamodule.py @@ -208,7 +208,7 @@ class AlimeetingAsrDataModule: logging.info("Enable MUSAN") cuts_musan = load_manifest(self.args.manifest_dir / "musan_cuts.jsonl.gz") transforms.append( - CutMix(cuts=cuts_musan, prob=0.5, snr=(10, 20), preserve_id=True) + CutMix(cuts=cuts_musan, p=0.5, snr=(10, 20), preserve_id=True) ) else: logging.info("Disable MUSAN") @@ -288,7 +288,6 @@ class AlimeetingAsrDataModule: return train_dl def valid_dataloaders(self, cuts_valid: CutSet) -> DataLoader: - transforms = [] if self.args.concatenate_cuts: transforms = [ diff --git a/egs/ami/ASR/pruned_transducer_stateless7/asr_datamodule.py b/egs/ami/ASR/pruned_transducer_stateless7/asr_datamodule.py index f7ee9c962..79474f1d8 100644 --- a/egs/ami/ASR/pruned_transducer_stateless7/asr_datamodule.py +++ b/egs/ami/ASR/pruned_transducer_stateless7/asr_datamodule.py @@ -214,7 +214,7 @@ class AmiAsrDataModule: logging.info("Enable MUSAN") cuts_musan = load_manifest(self.args.manifest_dir / "musan_cuts.jsonl.gz") transforms.append( - CutMix(cuts=cuts_musan, prob=0.5, snr=(10, 20), preserve_id=True) + CutMix(cuts=cuts_musan, p=0.5, snr=(10, 20), preserve_id=True) ) else: logging.info("Disable MUSAN") diff --git a/egs/ami/SURT/dprnn_zipformer/asr_datamodule.py b/egs/ami/SURT/dprnn_zipformer/asr_datamodule.py index 3dd786d33..1549c1631 100644 --- a/egs/ami/SURT/dprnn_zipformer/asr_datamodule.py +++ b/egs/ami/SURT/dprnn_zipformer/asr_datamodule.py @@ -202,7 +202,7 @@ class AmiAsrDataModule: logging.info("About to get Musan cuts") cuts_musan = load_manifest(self.args.manifest_dir / "musan_cuts.jsonl.gz") transforms.append( - CutMix(cuts=cuts_musan, prob=0.5, snr=(10, 20), preserve_id=True) + CutMix(cuts=cuts_musan, p=0.5, snr=(10, 20), preserve_id=True) ) else: logging.info("Disable MUSAN") diff --git a/egs/commonvoice/ASR/pruned_transducer_stateless7/asr_datamodule.py b/egs/commonvoice/ASR/pruned_transducer_stateless7/asr_datamodule.py index 73f2f1dce..546e9f9dd 100644 --- a/egs/commonvoice/ASR/pruned_transducer_stateless7/asr_datamodule.py +++ b/egs/commonvoice/ASR/pruned_transducer_stateless7/asr_datamodule.py @@ -230,7 +230,7 @@ class CommonVoiceAsrDataModule: logging.info("About to get Musan cuts") cuts_musan = load_manifest(self.args.manifest_dir / "musan_cuts.jsonl.gz") transforms.append( - CutMix(cuts=cuts_musan, prob=0.5, snr=(10, 20), preserve_id=True) + CutMix(cuts=cuts_musan, p=0.5, snr=(10, 20), preserve_id=True) ) else: logging.info("Disable MUSAN") diff --git a/egs/csj/ASR/local/utils/asr_datamodule.py b/egs/csj/ASR/local/utils/asr_datamodule.py index 272486227..042b6ecbf 100644 --- a/egs/csj/ASR/local/utils/asr_datamodule.py +++ b/egs/csj/ASR/local/utils/asr_datamodule.py @@ -256,7 +256,7 @@ class CSJAsrDataModule: logging.info("About to get Musan cuts") cuts_musan = load_manifest(self.args.musan_dir / "musan_cuts.jsonl.gz") transforms.append( - CutMix(cuts=cuts_musan, prob=0.5, snr=(10, 20), preserve_id=True) + CutMix(cuts=cuts_musan, p=0.5, snr=(10, 20), preserve_id=True) ) else: logging.info("Disable MUSAN") diff --git a/egs/gigaspeech/ASR/conformer_ctc/asr_datamodule.py b/egs/gigaspeech/ASR/conformer_ctc/asr_datamodule.py index 9d6e3c42a..a93e224d5 100644 --- a/egs/gigaspeech/ASR/conformer_ctc/asr_datamodule.py +++ b/egs/gigaspeech/ASR/conformer_ctc/asr_datamodule.py @@ -194,7 +194,7 @@ class GigaSpeechAsrDataModule: if self.args.enable_musan: logging.info("Enable MUSAN") transforms.append( - CutMix(cuts=cuts_musan, prob=0.5, snr=(10, 20), preserve_id=True) + CutMix(cuts=cuts_musan, p=0.5, snr=(10, 20), preserve_id=True) ) else: logging.info("Disable MUSAN") diff --git a/egs/gigaspeech/ASR/pruned_transducer_stateless2/asr_datamodule.py b/egs/gigaspeech/ASR/pruned_transducer_stateless2/asr_datamodule.py index 29e72b408..b5b27ce95 100644 --- a/egs/gigaspeech/ASR/pruned_transducer_stateless2/asr_datamodule.py +++ b/egs/gigaspeech/ASR/pruned_transducer_stateless2/asr_datamodule.py @@ -217,7 +217,7 @@ class GigaSpeechAsrDataModule: logging.info("About to get Musan cuts") cuts_musan = load_manifest(self.args.manifest_dir / "musan_cuts.jsonl.gz") transforms.append( - CutMix(cuts=cuts_musan, prob=0.5, snr=(10, 20), preserve_id=True) + CutMix(cuts=cuts_musan, p=0.5, snr=(10, 20), preserve_id=True) ) else: logging.info("Disable MUSAN") diff --git a/egs/libricss/SURT/dprnn_zipformer/asr_datamodule.py b/egs/libricss/SURT/dprnn_zipformer/asr_datamodule.py index a72df89e0..c1abdbdb5 100644 --- a/egs/libricss/SURT/dprnn_zipformer/asr_datamodule.py +++ b/egs/libricss/SURT/dprnn_zipformer/asr_datamodule.py @@ -204,7 +204,7 @@ class LibriCssAsrDataModule: logging.info("About to get Musan cuts") cuts_musan = load_manifest(self.args.manifest_dir / "musan_cuts.jsonl.gz") transforms.append( - CutMix(cuts=cuts_musan, prob=0.5, snr=(10, 20), preserve_id=True) + CutMix(cuts=cuts_musan, p=0.5, snr=(10, 20), preserve_id=True) ) else: logging.info("Disable MUSAN") diff --git a/egs/librispeech/ASR/pruned2_knowledge/asr_datamodule.py b/egs/librispeech/ASR/pruned2_knowledge/asr_datamodule.py index f8f558ce1..ee7556e49 100644 --- a/egs/librispeech/ASR/pruned2_knowledge/asr_datamodule.py +++ b/egs/librispeech/ASR/pruned2_knowledge/asr_datamodule.py @@ -209,7 +209,7 @@ class LibriSpeechAsrDataModule: logging.info("About to get Musan cuts") cuts_musan = load_manifest(self.args.manifest_dir / "cuts_musan.json.gz") transforms.append( - CutMix(cuts=cuts_musan, prob=0.5, snr=(10, 20), preserve_id=True) + CutMix(cuts=cuts_musan, p=0.5, snr=(10, 20), preserve_id=True) ) else: logging.info("Disable MUSAN") diff --git a/egs/librispeech/ASR/pruned_transducer_stateless3/asr_datamodule.py b/egs/librispeech/ASR/pruned_transducer_stateless3/asr_datamodule.py index b7735be85..057624272 100644 --- a/egs/librispeech/ASR/pruned_transducer_stateless3/asr_datamodule.py +++ b/egs/librispeech/ASR/pruned_transducer_stateless3/asr_datamodule.py @@ -164,7 +164,7 @@ class AsrDataModule: if cuts_musan is not None: logging.info("Enable MUSAN") transforms.append( - CutMix(cuts=cuts_musan, prob=0.5, snr=(10, 20), preserve_id=True) + CutMix(cuts=cuts_musan, p=0.5, snr=(10, 20), preserve_id=True) ) else: logging.info("Disable MUSAN") diff --git a/egs/librispeech/ASR/pruned_transducer_stateless7/gigaspeech.py b/egs/librispeech/ASR/pruned_transducer_stateless7/gigaspeech.py index 75e153cb0..cd432fd6f 100644 --- a/egs/librispeech/ASR/pruned_transducer_stateless7/gigaspeech.py +++ b/egs/librispeech/ASR/pruned_transducer_stateless7/gigaspeech.py @@ -217,7 +217,7 @@ class GigaSpeechAsrDataModule: logging.info("About to get Musan cuts") cuts_musan = load_manifest(self.args.manifest_dir / "musan_cuts.jsonl.gz") transforms.append( - CutMix(cuts=cuts_musan, prob=0.5, snr=(10, 20), preserve_id=True) + CutMix(cuts=cuts_musan, p=0.5, snr=(10, 20), preserve_id=True) ) else: logging.info("Disable MUSAN") diff --git a/egs/librispeech/ASR/tdnn_lstm_ctc/asr_datamodule.py b/egs/librispeech/ASR/tdnn_lstm_ctc/asr_datamodule.py index 20df469da..c500eb3e5 100644 --- a/egs/librispeech/ASR/tdnn_lstm_ctc/asr_datamodule.py +++ b/egs/librispeech/ASR/tdnn_lstm_ctc/asr_datamodule.py @@ -233,7 +233,7 @@ class LibriSpeechAsrDataModule: logging.info("About to get Musan cuts") cuts_musan = load_manifest(self.args.manifest_dir / "musan_cuts.jsonl.gz") transforms.append( - CutMix(cuts=cuts_musan, prob=0.5, snr=(10, 20), preserve_id=True) + CutMix(cuts=cuts_musan, p=0.5, snr=(10, 20), preserve_id=True) ) else: logging.info("Disable MUSAN") diff --git a/egs/mgb2/ASR/conformer_ctc/asr_datamodule.py b/egs/mgb2/ASR/conformer_ctc/asr_datamodule.py index 442ff85c2..7753d1674 100644 --- a/egs/mgb2/ASR/conformer_ctc/asr_datamodule.py +++ b/egs/mgb2/ASR/conformer_ctc/asr_datamodule.py @@ -182,7 +182,6 @@ class MGB2AsrDataModule: cuts_train: CutSet, sampler_state_dict: Optional[Dict[str, Any]] = None, ) -> DataLoader: - transforms = [] if self.args.enable_musan: logging.info("Enable MUSAN") @@ -190,7 +189,7 @@ class MGB2AsrDataModule: cuts_musan = load_manifest(self.args.manifest_dir / "cuts_musan.jsonl.gz") transforms.append( - CutMix(cuts=cuts_musan, prob=0.5, snr=(10, 20), preserve_id=True) + CutMix(cuts=cuts_musan, p=0.5, snr=(10, 20), preserve_id=True) ) else: logging.info("Disable MUSAN") diff --git a/egs/multi_zh-hans/ASR/zipformer/asr_datamodule.py b/egs/multi_zh-hans/ASR/zipformer/asr_datamodule.py index 3d58ebf3a..02cfa1346 100644 --- a/egs/multi_zh-hans/ASR/zipformer/asr_datamodule.py +++ b/egs/multi_zh-hans/ASR/zipformer/asr_datamodule.py @@ -219,7 +219,7 @@ class AsrDataModule: logging.info("About to get Musan cuts") cuts_musan = load_manifest(self.args.manifest_dir / "musan_cuts.jsonl.gz") transforms.append( - CutMix(cuts=cuts_musan, prob=0.5, snr=(10, 20), preserve_id=True) + CutMix(cuts=cuts_musan, p=0.5, snr=(10, 20), preserve_id=True) ) else: logging.info("Disable MUSAN") diff --git a/egs/spgispeech/ASR/pruned_transducer_stateless2/asr_datamodule.py b/egs/spgispeech/ASR/pruned_transducer_stateless2/asr_datamodule.py index d94a92503..cf70fc0f8 100644 --- a/egs/spgispeech/ASR/pruned_transducer_stateless2/asr_datamodule.py +++ b/egs/spgispeech/ASR/pruned_transducer_stateless2/asr_datamodule.py @@ -182,7 +182,7 @@ class SPGISpeechAsrDataModule: if self.args.enable_musan: logging.info("Enable MUSAN") transforms.append( - CutMix(cuts=cuts_musan, prob=0.5, snr=(10, 20), preserve_id=True) + CutMix(cuts=cuts_musan, p=0.5, snr=(10, 20), preserve_id=True) ) else: logging.info("Disable MUSAN") @@ -261,7 +261,6 @@ class SPGISpeechAsrDataModule: return train_dl def valid_dataloaders(self, cuts_valid: CutSet) -> DataLoader: - transforms = [] if self.args.concatenate_cuts: transforms = [ diff --git a/egs/swbd/ASR/conformer_ctc/asr_datamodule.py b/egs/swbd/ASR/conformer_ctc/asr_datamodule.py index aeeb2ef78..ce8634a1d 100644 --- a/egs/swbd/ASR/conformer_ctc/asr_datamodule.py +++ b/egs/swbd/ASR/conformer_ctc/asr_datamodule.py @@ -220,7 +220,7 @@ class SwitchBoardAsrDataModule: logging.info("About to get Musan cuts") cuts_musan = load_manifest(self.args.manifest_dir / "musan_cuts.jsonl.gz") transforms.append( - CutMix(cuts=cuts_musan, prob=0.5, snr=(10, 20), preserve_id=True) + CutMix(cuts=cuts_musan, p=0.5, snr=(10, 20), preserve_id=True) ) else: logging.info("Disable MUSAN") diff --git a/egs/tal_csasr/ASR/pruned_transducer_stateless5/asr_datamodule.py b/egs/tal_csasr/ASR/pruned_transducer_stateless5/asr_datamodule.py index 39beffdcf..5269a1778 100644 --- a/egs/tal_csasr/ASR/pruned_transducer_stateless5/asr_datamodule.py +++ b/egs/tal_csasr/ASR/pruned_transducer_stateless5/asr_datamodule.py @@ -228,7 +228,7 @@ class TAL_CSASRAsrDataModule: if self.args.enable_musan: logging.info("Enable MUSAN") transforms.append( - CutMix(cuts=cuts_musan, prob=0.5, snr=(10, 20), preserve_id=True) + CutMix(cuts=cuts_musan, p=0.5, snr=(10, 20), preserve_id=True) ) else: logging.info("Disable MUSAN") diff --git a/egs/tedlium3/ASR/transducer_stateless/asr_datamodule.py b/egs/tedlium3/ASR/transducer_stateless/asr_datamodule.py index 28d0d3826..d4a9e4bc9 100644 --- a/egs/tedlium3/ASR/transducer_stateless/asr_datamodule.py +++ b/egs/tedlium3/ASR/transducer_stateless/asr_datamodule.py @@ -205,7 +205,7 @@ class TedLiumAsrDataModule: logging.info("Enable MUSAN") cuts_musan = load_manifest(self.args.manifest_dir / "musan_cuts.jsonl.gz") transforms.append( - CutMix(cuts=cuts_musan, prob=0.5, snr=(10, 20), preserve_id=True) + CutMix(cuts=cuts_musan, p=0.5, snr=(10, 20), preserve_id=True) ) else: logging.info("Disable MUSAN") diff --git a/egs/timit/ASR/tdnn_lstm_ctc/asr_datamodule.py b/egs/timit/ASR/tdnn_lstm_ctc/asr_datamodule.py index 7c299d601..5d1b3c367 100644 --- a/egs/timit/ASR/tdnn_lstm_ctc/asr_datamodule.py +++ b/egs/timit/ASR/tdnn_lstm_ctc/asr_datamodule.py @@ -157,7 +157,7 @@ class TimitAsrDataModule(DataModule): cuts_musan = load_manifest(self.args.feature_dir / "musan_cuts.jsonl.gz") logging.info("About to create train dataset") - transforms = [CutMix(cuts=cuts_musan, prob=0.5, snr=(10, 20))] + transforms = [CutMix(cuts=cuts_musan, p=0.5, snr=(10, 20))] if self.args.concatenate_cuts: logging.info( f"Using cut concatenation with duration factor " diff --git a/egs/wenetspeech/ASR/pruned_transducer_stateless2/asr_datamodule.py b/egs/wenetspeech/ASR/pruned_transducer_stateless2/asr_datamodule.py index c5967f10a..1dbfb9709 100644 --- a/egs/wenetspeech/ASR/pruned_transducer_stateless2/asr_datamodule.py +++ b/egs/wenetspeech/ASR/pruned_transducer_stateless2/asr_datamodule.py @@ -215,7 +215,7 @@ class WenetSpeechAsrDataModule: if self.args.enable_musan: logging.info("Enable MUSAN") transforms.append( - CutMix(cuts=cuts_musan, prob=0.5, snr=(10, 20), preserve_id=True) + CutMix(cuts=cuts_musan, p=0.5, snr=(10, 20), preserve_id=True) ) else: logging.info("Disable MUSAN") diff --git a/egs/xbmu_amdo31/ASR/pruned_transducer_stateless5/asr_datamodule.py b/egs/xbmu_amdo31/ASR/pruned_transducer_stateless5/asr_datamodule.py index 6362ab7cd..7594fb28e 100644 --- a/egs/xbmu_amdo31/ASR/pruned_transducer_stateless5/asr_datamodule.py +++ b/egs/xbmu_amdo31/ASR/pruned_transducer_stateless5/asr_datamodule.py @@ -218,7 +218,7 @@ class Xbmu_AmdoAsrDataModule: logging.info("About to get Musan cuts") cuts_musan = load_manifest(self.args.manifest_dir / "musan_cuts.jsonl.gz") transforms.append( - CutMix(cuts=cuts_musan, prob=0.5, snr=(10, 20), preserve_id=True) + CutMix(cuts=cuts_musan, p=0.5, snr=(10, 20), preserve_id=True) ) else: logging.info("Disable MUSAN")