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I would like to train some models with fastpitch.
One model in Spanish and other model in Catalan.
Each language has its own alphabet, symbols, punctuations, tildes, phonemes, etc
1. How to define and set all of this properties to get started?
2. If there are other properties that need to be defin... | {
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} | null | null | null | Hello!
In this post I would like to ask some questions.
As a premise I want to tell you what kind of machine I am working.
I have got an MSI Creator P100X -637
The specs are
GPU RTX 3080
64GB RAM
Intel Core i7-11700K
CPU 3.6 GHz
I work with trial an error and it is very confusing. Depending on the size... | null | {
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} | Signed-off-by: Evgeniy Shabalin <baah1999@yandex.ru>
# What does this PR do ?
Updates various files with the new path for the LJSpeech whitelist file
**Collection**: TTS
**PR Type**:
- [ ] New Feature
- [x] Bugfix
- [ ] Documentation
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} | Signed-off-by: Ghasem Pasandi <gpasandi@nvidia.com>
# What does this PR do ?
Add a one line overview of what this PR aims to accomplish.
**Collection**: [Note which collection this PR will affect]
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
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**Collection**: [Note which collection this PR will affect]
# Changelog
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# Usage
* You can potentially add a usage example below
```python
# Add a cod... | {
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Fixes defaults for Megatron Base Model Artifacts.
**Collection**: NLP
# Changelog
- Changes defaults in megatron base model artifacts.
# Usage
* You can potentially add a usage example below
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# Add a code snippet demonstrating how to use this
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} | # What does this PR do ?
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Add support for
**Collection**: [Note which collection this PR will affect]
# Changelog
- Replace conditional imports in WFST based TN/ITN by importlib.
- Fix deleted support for lm and audio based text normalizer
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} | Signed-off-by: Anand Joseph <anajoseph@nvidia.com>
# What does this PR do ?
Replaces conditional imports in WFST based TN/ITN by importlib
**Collection**: [Note which collection this PR will affect]
# Changelog
- Replace conditional imports in normalize.py and inverse_normalize.py
**PR Type**:
- Co... | {
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#!/usr/bin/env python
import nemo.collections.asr as nemo_asr
import ctc_decoders
import numpy as np
import librosa
import os, sys, pdb
## Instantiate model
DetailsDict = nemo_asr.models.EncDecCTCModel.list_available_models()
asr_model = nemo_asr.models.EncDecC... | {
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Replace conditional imports in WFST based TN/ITN with importlib
# Changelog
- Replace conditional imports in WFST based ITN with importlib in inverse_normalize.py .
- Replace conditional imports in WFST based TN with importlib in normalize.py .
# Usage
* You can potentially add a usa... | {
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Replaces conditional imports in WFST TN/ITN with importlib
# Changelog
- Replaces conditional imports in WFST TN/ITN with importlib
- Support for en_in number system in ITN that supports both international as well as Indian (subcontinent) number system
# Usage
```python
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**Collection**: [Note which collection this PR will affect]
# Changelog
- Added staticmethods in inverse_normalize.py and normalize.py to check if tagger/classifier exists for that language
- Delete all the language conditi... | {
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* created a dataset config for HUI-ACG.
* created a model config for fastpitch German.
Add a one line overview of what this PR aims to accomplish.
**Collection**: [Note which collection this PR will affect]
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I am trying to finetune the stt_en_conformer_transducer_large model with grapheme in korean. I changed some code to load labels with chardataset.
in finetuning the prediction log shows blank in a unk tag. (??)
```
[NeMo I 2022-05-23 06:02:11 rnnt_wer_bp... | {
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Add a one line overview of what this PR aims to accomplish.
**Collection**: [Note which collection this PR will affect]
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
* You can potentially add a usage example below
```python
# Add a cod... | {
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} | # What does this PR do ?
Fixes Typos in Prompt Learning notebook and documentation
**Collection**: BigNLP
# Changelog
- Prompt Learning Notebook
- Prompt Learning Docs
# Usage
N/A
# Before your PR is "Ready for review"
**Pre checks**:
- [x] Make sure you read and followed [Contributor guidelines](ht... | {
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} | Removes all GPT/Frozen model configs and weights from Prompt Learning Model's .nemo file. After training has ended, the prompt learning model now only saves prompt table parameters. During training, intermediate checkpoint files may also have prompt encoder parameters.
**Collection**: BigNLP
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} | # What does this PR do ?
Adds missing configs to GPT pre-training.
**Collection**: NLP
# Changelog
- Upates the GPT pretraining yaml config and propages the args through to ParallelTransformer.
# Usage
* You can potentially add a usage example below
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I evaluated NeMo clustering diarizer on VoxConverse dataset. And the results are wonderful. But when I am providing the actual number of speakers through manifest, results get worse. I noticed the same behavior for NIST SRE 2000 dataset too. I am wondering why is this happening? Is it something relat... | {
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} | Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com>
# What does this PR do ?
Replaces LAMB optimizer (unstable, hangs during multi-GPU training) with AdamW for FastPitch and Mixer-TTS configs.
Second attempt based off of `main` instead of `r1.9.0` (see #4219)
**Collection**: TTS
# Changelog
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Add sequence parallelism and selective activation checkpointing.
**Collection**: NLP
# Changelog
- Update GPT config
- Update parallel_lm_logits
- Add CoreAttention
- This is the block that gets recomputed when using selective activation checkpointing
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I run [text classification with bert example](https://github.com/NVIDIA/NeMo/blob/main/examples/nlp/text_classification/text_classification_with_bert.py). Training is done well. I got approximately %90 accuracy after first epoch. Then I tried to run the same example with [horovod](https://github.c... | {
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} | Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com>
# What does this PR do ?
Fix syntax error in ipynb file
**Collection**: [Note which collection this PR will affect]
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
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- How do I solve the spelling issues?
- Do I need to use a lm for this?
- Is the tokeniser size the problem . Uses same spe, unigram model with 256 tokens (added punts + numbers from 0 - 9) | {
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https://api.github.com/repos/NVIDIA/NeMo/issues/4226 | https://api.github.com/repos/NVIDIA/NeMo | https://api.github.com/repos/NVIDIA/NeMo/issues/4226/labels{/name} | https://api.github.com/repos/NVIDIA/NeMo/issues/4226/comments | https://api.github.com/repos/NVIDIA/NeMo/issues/4226/events | https://github.com/NVIDIA/NeMo/issues/4226 | 1,244,754,166 | I_kwDOC_bI7s5KMXD2 | 4,226 | Pretrained models url's not working | {
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when I try to download any model it shows an error:
ValueError: Not able to download url right now, please try again.
I supose the server that store the models is not returning the models.
Could you check it out, please?
I share the full stack trace (in main branch and other branches)
[NeMo W 2... | {
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} | null | null | null | **Describe the bug**
trying to build an ASR with min-Libri speech data
**command**
python3 speech_to_text_ctc_bpe.py model.train_ds.manifest_filepath=data/mini_libri/train_clean_5.json model.validation_ds.manifest_filepath=data/mini_libri/dev_clean_2.json model.tokenizer.dir=data/tokenizer_libri/tokeni... | {
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I used `enc_dec_nmt.py` to build a NLP/MT model based on `aayn_base.yml` (`nemo:1.8.2` based on `pytorch:22.04-py3`); training was interrupted before reaching the final epoch, now tying to resume training from the last checkpoint by passing
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https://api.github.com/repos/NVIDIA/NeMo/issues/4223 | https://api.github.com/repos/NVIDIA/NeMo | https://api.github.com/repos/NVIDIA/NeMo/issues/4223/labels{/name} | https://api.github.com/repos/NVIDIA/NeMo/issues/4223/comments | https://api.github.com/repos/NVIDIA/NeMo/issues/4223/events | https://github.com/NVIDIA/NeMo/pull/4223 | 1,244,085,145 | PR_kwDOC_bI7s44PPvF | 4,223 | fix load_from_checkpoint for MTEncDecModel | {
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} | Signed-off-by: Iztok Lebar Bajec <ilb@fri.uni-lj.si>
# What does this PR do ?
MTEncDecModel yaml configs do not declare `model.tokenizer`, hence without this fix restoring from a checkpoint will fail with
```
omegaconf.errors.ConfigAttributeError: Missing key tokenizer
full_key: cfg.tokenizer
object_t... | {
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} | # What does this PR do ?
Add 'relative positional embedding (RPE)' feature to T5 model.
**Collection**: NLP
# Changelog
Adds an option to use 'relative positional embedding' other than 'absolute position embedding' or 'fixed position encoding'.
# Usage
In the 'megatron_t5_config.yaml' file change the '... | {
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https://api.github.com/repos/NVIDIA/NeMo/issues/4221 | https://api.github.com/repos/NVIDIA/NeMo | https://api.github.com/repos/NVIDIA/NeMo/issues/4221/labels{/name} | https://api.github.com/repos/NVIDIA/NeMo/issues/4221/comments | https://api.github.com/repos/NVIDIA/NeMo/issues/4221/events | https://github.com/NVIDIA/NeMo/pull/4221 | 1,243,865,857 | PR_kwDOC_bI7s44OmJw | 4,221 | Dialogue tutorial fix | {
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} | # What does this PR do ?
Add a one line overview of what this PR aims to accomplish.
**Collection**: [Note which collection this PR will affect]
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
* You can potentially add a usage example below
```python
# Add a cod... | {
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} | # What does this PR do ?
1. Added the RETRO index dataset for both data and retrieval data
2. Added the KNN Map index dataset
3. Added unit tests for all the index dataset
4. Added RETRO dataset that uses index dataset
5. Added the scripts to preprocess, build Faiss index and generate KNN map index for training
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# What does this PR do ?
Replaces LAMB optimizer (unstable, hangs during multi-GPU training) with AdamW for FastPitch and Mixer-TTS configs.
**Collection**: TTS
# Changelog
- Replace LAMB defaults with AdamW
- Update `fastpitch.py` example script to use ... | {
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} | # What does this PR do ?
Restore previously deleted files from conflicting PR
**Collection**: nlp
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
* You can potentially add a usage example below
```python
# Add a code snippet demonstrating how to use this
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Dialogue tutorial fix (path of a file has been shifted by a conflicting PR)
**Collection**: nlp
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
* You can potentially add a usage example below
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Fuse bias with geglu in ParallelMLP
# Changelog
fused bias with geglu using TorchScript, fused function is in the newly added file fused_bias_geglu.py
in ParallelMLP, changed bias_gelu_fusion to biad_activation_fusion for generality, also fixed the way of this arg is propagated
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Save all gpt + model weights to the model_weight.ckpt file removing the gpt model's .nemo file artifact. Saves GPT model's config file as an artifact.
**Collection**: BigNLP
# Changelog
Updated PromptLearningModel
# Usage
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} | # What does this PR do ?
Fix typos in dialogue tutorial
**Collection**: [Note which collection this PR will affect]
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
* You can potentially add a usage example below
```python
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} | # What does this PR do ?
1. Fixes RegExTokenizer missing attributes.
2. Fixes broken Megatron encoder-decoder LM model ability to receive directly encoder hiddens.
```
MegatronLMEncoderDecoderModel.forward(
self,
encoder_input_ids,
decoder_input_ids,
encoder_attn_mask,
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} | # What does this PR do ?
Update Tacotron2 training tutorial and config to work with r.1.9.0
**Collection**: TTS
# Changelog
- Updated 44kHz config to use TTSDataset (now matches with 22kHz config)
- Added file downloads necessary for training to the Tacotron2 notebook
- Minor bugfix to avoid device mismatc... | {
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} | Signed-off-by: Virginia Adams <vadams@nvidia.com>
# What does this PR do ?
Updates the prompt learning model to use pytorch's DistributedSampler and fixes an issue with trailing spaces at the end of some prompts during inference.
**Collection**: BigNLP
# Changelog
Updated PromptLearningDataset class
Upd... | {
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} | Signed-off-by: smajumdar <smajumdar@nvidia.com>
# What does this PR do ?
Update ContextNet 1024 checkpoint on NeMo ASR Set 3.0
**Collection**: [ASR]
**PR Type**:
- [x] New Feature
- [ ] Bugfix
- [ ] Documentation
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Support larger datasets for question answering
**Collection**: NLP
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
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# Add a code snippet demonstrating how to use this
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} | # What does this PR do ?
Cherry pick some fixes from main to r1.9.0
**Collection**: [Core, ASR]
# Changelog
- Fix hydra.
- Fix mandarin checkpoint
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# What does this PR do ?
Script to add special tokens to existing SentencePiece model. This can help in moving away from the legacy way of handling special tokens.
**Collection**: None
# Usage
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# What does this PR do ?
Fix Hydra issue with hydra_runner
**Collection**: [Core]
# Changelog
- Update signature and lower bound to latest hydra
**PR Type**:
- [ ] New Feature
- [x] Bugfix
- [ ] Documentation
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# What does this PR do ?
Adding the checkpoint of a Mandarin ASR model trained with Conformer-Transducer to the pretrained model's list. It is trained on AIShell-2 dataset.
# Changelog
Added a Mandarin ASR model trained with Conformer-Transducer on AIShell-2.
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} | # What does this PR do ?
Update typos in Dialogue Tutorial
**Collection**: NLP
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
* You can potentially add a usage example below
```python
# Add a code snippet demonstrating how to use this
```
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} | # What does this PR do ?
1. Previously `PunctuationCapitalizationModel.set_trainer()` was required before calling `PunctuationCapitalizatoinModel.set_{training,test,validation}_data()`. This is unexpected for users. Now `set_trainer()` call is not required and warnings are shown.
2. Training random seed for batchin... | {
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**Collection**: [Note which collection this PR will affect]
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
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} | # What does this PR do ?
1. adds <> around virtual prompt token string
2. Removes pseudo token configurability from the config file in favor of using a consistent pseudo token set by us
3. Makes PROMPT lowercase
**Collection**: BigNLP
# Changelog
Updated megatron_gpt_prompt_learning_model
Updated prompt l... | {
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} | Fix the key error in Tabular Data generation caused by the change of default prompts. | {
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} | Signed-off-by: ericharper <complex451@gmail.com>
# What does this PR do ?
Add a one line overview of what this PR aims to accomplish.
**Collection**: [Note which collection this PR will affect]
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
* You can potentially... | {
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1. cd NeMo/examples/nlp/text_classification
2. python text_classification_with_bert.py
This steps works without any problem. However when I try to use horovod:
1. cd NeMo/examples/nlp/text_classification
2.change pl Trainer:
pl.Trainer(plugins=... | {
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Hi, I have previously run the code as stated in Usage description of the script. However, now I get this error by running the exact same code. This is the error messege.
Global seed set to 42
Traceback (most recent call last):
File "/content/NeMo/examples/speaker_tasks/diarization/offline_d... | {
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} | Signed-off-by: smajumdar <smajumdar@nvidia.com>
# What does this PR do ?
Try to fix omegaconf (again)
**PR Type**:
- [ ] New Feature
- [x] Bugfix
- [ ] Documentation
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} | Signed-off-by: smajumdar <smajumdar@nvidia.com>
# What does this PR do ?
Fix omegaconf incompatibility.
**Collection**: [Core]
**PR Type**:
- [ ] New Feature
- [x] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
@ericha... | {
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} | # What does this PR do ?
Add support for decoder + joint adapters, alongside encoder adapters. Supports CTC + RNNT decoders, RNNT Joint, RNNT Decoder + Joint adapter.
**Collection**: [ASR]
# Changelog
- Support CTC Decoder, RNNT Decoder, RNNT Joint adapter support (module level).
- Update tests to check new... | {
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The provided link for AN4 dataset under [http://www.speech.cs.cmu.edu/databases/an4/](here) is not accessible. Please validate the URL. | {
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} | # What does this PR do ?
This PR adds dataloaders, collectors, loss functions and accuracy metric for multiscale diarization decoder to NeMo. Multiscale diarization decoder is a model that accepts cluster-average embedding and multiscale embeddings to infer diarization output. Before push the model files and inferen... | {
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} | # What does this PR do ?
- adds multi-loss training to ssl, with corresponding list of decoders and losses defined through the ssl model config
- adds option to use pseudo-labels from quantization module of contrastive loss as targets for other losses
- adds option for ssl decoders to use outputs of non-final laye... | {
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} | # What does this PR do ?
1. Implements the UL2 Dataset from https://arxiv.org/abs/2205.05131.
2. Adds a `megatron_ul2_config.yaml` to train an encoder-decoder model on this data using t5 pretraining script.
**Collection**: NLP
# Changelog
- UL2 dataset class that inherits from T5Dataset
- UL2 yaml config
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} | null | null | null | Hi I am training a Conformer Model and need to know if thing about the training process.
My Training params :
- learning rate : 0.1,
- batch_size = 128
- max_epochs : 100
- warmup steps : 10000
The questions I had were.
1. What hardware was used to train the `ctc_conformer_large` and `ctc_conforme... | {
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} | Signed-off-by: Subhankar Ghosh <subhankar2321@gmail.com>
# What does this PR do ?
Fix Hifigan finetune tutorial
Solution to https://github.com/NVIDIA/NeMo/issues/4181
**Collection**: [Note which collection this PR will affect]
# Changelog
- Add specific line by line info of high level changes in this PR.... | {
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} | null | null | null | Hello! I'm trying to fine-tune the HiFi according to your fastpitch_finetuning tutorial. I generated manifests in the same format as in the example. Then I launched the fine-tuning script by simply changing the paths. Despite the small number of changes, I constantly get an error. I tried to study the code to understan... | {
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} | Signed-off-by: fayejf <fayejf07@gmail.com>
# What does this PR do ?
Add a one line overview of what this PR aims to accomplish.
**Collection**: ASR
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
* You can potentially add a usage example below
```python
# Add... | {
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} | # What does this PR do ?
import function name fix
**Collection**: ASE
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
* You can potentially add a usage example below
```python
# Add a code snippet demonstrating how to use this
```
# Before your PR is "Read... | {
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https://api.github.com/repos/NVIDIA/NeMo/issues/4177 | https://api.github.com/repos/NVIDIA/NeMo | https://api.github.com/repos/NVIDIA/NeMo/issues/4177/labels{/name} | https://api.github.com/repos/NVIDIA/NeMo/issues/4177/comments | https://api.github.com/repos/NVIDIA/NeMo/issues/4177/events | https://github.com/NVIDIA/NeMo/pull/4177 | 1,237,552,499 | PR_kwDOC_bI7s435myG | 4,177 | [bugfix] consistent highfreq to both fastpitch and hifigan in their 44100 configs. | {
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} | # What does this PR do ?
make highfreq consistent to both fastpitch and hifigan in their 44100 configs.
**Collection**: [Note which collection this PR will affect]
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
* You can potentially add a usage example below
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When reading SpeakerDecoder code I bumped into [this](https://github.com/NVIDIA/NeMo/blob/1d3eb3d0d045f7f57316217320b8d265bf3256ce/nemo/collections/asr/modules/conv_asr.py#L848) line. Looks like it is weight normalization for AAS loss. But why should it work?
```
>>> import torch.nn as nn
>>> import torch.n... | {
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} | # What does this PR do ?
bug-fix. sox must find the wav duration when dur is None.
**Collection**: speaker_tasks
# Changelog
L135: this condition should be true when 'dur is None' because it allows sox to get the duration from the wav_file.
# Usage
* You can potentially add a usage example below
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Do you plan to release TitaNet-small (medium) model? | {
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} | Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com>
# What does this PR do ?
Add docs for Thutmose Tagger model (ITN)
**Collection**: [Note which collection this PR will affect]
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
* You can potentially add a us... | {
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Add a one line overview of what this PR aims to accomplish.
**Collection**: [Note which collection this PR will affect]
# Changelog
Add docs for Thutmose Tagger model (ITN)
# Usage
* You can potentially add a usage example below
```python
# Add a code snippet demonstrating ho... | {
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} | Signed-off-by: ekmb <ebakhturina@nvidia.com>
# What does this PR do ?
Add a one line overview of what this PR aims to accomplish.
**Collection**: [Note which collection this PR will affect]
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
* You can potentially add... | {
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I was examining `examples/asr/experimental/k2/align_speech_parallel.py` script as I wish to get speech alignments from my trained CTC-based ASR model. Somewhere, I was told that I have to install k2 package to use this script and its recommended method is by using `scripts/speech_recognition/k2/setup.sh`. Howeve... | {
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Why Some TTS model (MelGAN, TalkNet) are removed from main branch, while they are exist in 1.8.2 ?
Do you want to stop maintaining them ?
https://github.com/NVIDIA/NeMo/commit/c37786a9acb443b1d55d56636f00d3826ffc76d5 | {
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Add the PP2 GPT eval CI test. Also fix the `fake_initialize_model_parallel` | {
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} | # What does this PR do ?
Add volume passthrough to fp for riva
**Collection**: TTS
# Changelog
- Add volume passthrough to fp for riva
**PR Type**:
- [x] New Feature
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Can you please refers me to the best tutorial about that? | {
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I followed the [tacotron notebook](https://colab.research.google.com/github/NVIDIA/NeMo/blob/r1.0.0rc1/tutorials/tts/2_TTS_Tacotron2_Training.ipynb#scrollTo=Upv_LxBIsC51) and tried to train the nemo model. I end up getting stuck with this error. Can you please help?
`TypeError: Error instantiating 'nemo.colle... | {
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# What does this PR do ?
Update speaker docs related to recent script name change from scp_to_manifest.py to filelist_to_manifest.py
# Changelog
- Update docs
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and foll... | {
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# What does this PR do ?
rename VAD folder in examples/asr/conf/ to vad and update files accordingly.
**Collection**:ASR
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
* You can potentially add a usage example below
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} | # What does this PR do ?
Bug fixes. Update tutorial. Add pretrained model to list_available_models
**Collection**: nlp
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
* You can potentially add a usage example below
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# Add a code snippet demonstrating ho... | {
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# What does this PR do ?
Add 44KHz yaml file for Fastpitch training
**Collection**: [Note which collection this PR will affect]
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
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I see code for running training and evaluation on datasets, but how do I use this model interactively?
Is there any code for preprocessing utterance and schema and tracking state without providing information which should not be visible to model? | {
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Update transcribe script to scan directories recursively.
**Collection**: [Note which collection this PR will affect]
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
* You can potentially add a usage example below
```python
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} | # What does this PR do ?
bug fix for notebook
**Collection**:ASR
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
* You can potentially add a usage example below
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# Add a code snippet demonstrating how to use this
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# Issue
When I am trying to run on server/local machine .... the process either gets stuck or terminates due to CPU memory allocation error during clustering.
- __memory allocation issue__
![Screenshot from 2022-05-... | {
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{"audio_filepath": "/path/to/wav/file", "duration": float, "text": "transcript_in_cyrillic"}
However, when I setup the data i get the following error. I'... | {
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Fixes freesound-python git path and updates filename cleanup
**Collection**: [Note which collection this PR will affect]
# Changelog
- Update requirements.txt to use https instead of git to fix "The unauthenticated git protocol on port 9418 is no longer supported."
- Remove addition... | {
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Align docs left and increase width for screens > 1200px
**Collection**: All
# Changelog
- Align docs left and increase width for screens > 1200px
# Before your PR is "Ready for review"
**Pre checks**:
- [x] Make sure you read and followed [Contributor guidelines](https://github.... | {
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} | # What does this PR do ?
The docs have an error where the word "cartographic" is used in place of "catastrophic"
**Collection**: ?
# Changelog
- `docs/source/nlp/prompt_learning.rst` fix word error
# Usage
N/A
# Before your PR is "Ready for review"
**Pre checks**:
- [x] Make sure you read and follow... | {
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Fix WaveGlow input types to match what gets passed in during training and inference.
**Collection**: TTS
# Changelog
- Made `z` optional, as it's not passed in during training and inference, and only during export
- Removed extraneous inputs to the WaveGlow... | {
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} | Signed-off-by: Micha Livne <mlivne@nvidia.com>
# What does this PR do ?
Add a one line overview of what this PR aims to accomplish.
**Collection**: [Note which collection this PR will affect]
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
* You can potentially a... | {
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} | Signed-off-by: smajumdar <smajumdar@nvidia.com>
# What does this PR do ?
Adds a tutorial for ASR with adapters and sub-section for tutorials involving adapters.
**Collection**: [ASR]
**PR Type**:
- [x] New Feature
- [ ] Bugfix
- [x] Documentation
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The config to train Fastpitch at 44KHz was not updated according to the latest code changes in TTS. This PR adds the updated config to train Fastpitch at 44KHz.
**Collection**: [Note which collection this PR will affect]
# Changelog
- Add specific line by line info of high level chan... | {
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} | null | null | null | Hello. I'm having trouble when trying to resume training when doing it with FastPitch. I'm using FastPitch_Finetuning.ipynb in the last version (r1.8.2), with a custom dataset. The generated checkpoint is ok and I can do inference with it, but I cannot use it from resuming training. Here is the error:
```
Restored ... | {
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