From ad475ec10dec864373099ba541cad5f743a4726b Mon Sep 17 00:00:00 2001 From: Wei Kang Date: Thu, 15 Dec 2022 19:07:28 +0800 Subject: [PATCH] Add documents for pruned_transducer_stateless (#526) * begin to add documents for pruned_transducer_stateless * Move lstm docs to Streaming folder * Add documents for pruned transducer stateless models * Move zipformer mmi to non-streaming recipe * Add more docs for streaming decoding * Fix typo --- docs/source/index.rst | 8 + .../aishell/conformer_ctc.rst | 0 .../aishell-conformer-ctc-tensorboard-log.jpg | Bin .../aishell-tdnn-lstm-ctc-tensorboard-log.jpg | Bin ...cer_stateless_modified-tensorboard-log.png | Bin .../{ => Non-streaming-ASR}/aishell/index.rst | 0 .../aishell/stateless_transducer.rst | 0 .../aishell/tdnn_lstm_ctc.rst | 0 .../recipes/Non-streaming-ASR/index.rst | 10 + .../librispeech/conformer_ctc.rst | 0 ...rispeech-conformer-ctc-tensorboard-log.png | Bin ...eech-pruned-transducer-tensorboard-log.jpg | Bin 0 -> 566971 bytes .../librispeech/index.rst | 1 + .../pruned_transducer_stateless.rst | 545 +++++++++++++ .../librispeech/tdnn_lstm_ctc.rst | 0 .../librispeech/zipformer_mmi.rst | 0 .../{ => Non-streaming-ASR}/timit/index.rst | 0 .../timit/tdnn_ligru_ctc.rst | 0 .../timit/tdnn_lstm_ctc.rst | 0 .../yesno/images/tdnn-tensorboard-log.png | Bin .../{ => Non-streaming-ASR}/yesno/index.rst | 0 .../{ => Non-streaming-ASR}/yesno/tdnn.rst | 0 docs/source/recipes/Streaming-ASR/index.rst | 12 + .../recipes/Streaming-ASR/introduction.rst | 52 ++ ...speech-lstm-transducer-tensorboard-log.png | Bin ...eech-pruned-transducer-tensorboard-log.jpg | Bin 0 -> 560358 bytes .../Streaming-ASR/librispeech/index.rst | 9 + .../lstm_pruned_stateless_transducer.rst | 0 .../pruned_transducer_stateless.rst | 735 ++++++++++++++++++ docs/source/recipes/index.rst | 6 +- 30 files changed, 1374 insertions(+), 4 deletions(-) rename docs/source/recipes/{ => Non-streaming-ASR}/aishell/conformer_ctc.rst (100%) rename docs/source/recipes/{ => Non-streaming-ASR}/aishell/images/aishell-conformer-ctc-tensorboard-log.jpg (100%) rename docs/source/recipes/{ => Non-streaming-ASR}/aishell/images/aishell-tdnn-lstm-ctc-tensorboard-log.jpg (100%) rename docs/source/recipes/{ => Non-streaming-ASR}/aishell/images/aishell-transducer_stateless_modified-tensorboard-log.png (100%) rename docs/source/recipes/{ => Non-streaming-ASR}/aishell/index.rst (100%) rename docs/source/recipes/{ => Non-streaming-ASR}/aishell/stateless_transducer.rst (100%) rename docs/source/recipes/{ => Non-streaming-ASR}/aishell/tdnn_lstm_ctc.rst (100%) create mode 100644 docs/source/recipes/Non-streaming-ASR/index.rst rename docs/source/recipes/{ => Non-streaming-ASR}/librispeech/conformer_ctc.rst (100%) rename docs/source/recipes/{ => Non-streaming-ASR}/librispeech/images/librispeech-conformer-ctc-tensorboard-log.png (100%) create mode 100644 docs/source/recipes/Non-streaming-ASR/librispeech/images/librispeech-pruned-transducer-tensorboard-log.jpg rename docs/source/recipes/{ => Non-streaming-ASR}/librispeech/index.rst (82%) create mode 100644 docs/source/recipes/Non-streaming-ASR/librispeech/pruned_transducer_stateless.rst rename docs/source/recipes/{ => Non-streaming-ASR}/librispeech/tdnn_lstm_ctc.rst (100%) rename docs/source/recipes/{ => Non-streaming-ASR}/librispeech/zipformer_mmi.rst (100%) rename docs/source/recipes/{ => Non-streaming-ASR}/timit/index.rst (100%) rename docs/source/recipes/{ => Non-streaming-ASR}/timit/tdnn_ligru_ctc.rst (100%) rename docs/source/recipes/{ => Non-streaming-ASR}/timit/tdnn_lstm_ctc.rst (100%) rename docs/source/recipes/{ => Non-streaming-ASR}/yesno/images/tdnn-tensorboard-log.png (100%) rename docs/source/recipes/{ => Non-streaming-ASR}/yesno/index.rst (100%) rename docs/source/recipes/{ => Non-streaming-ASR}/yesno/tdnn.rst (100%) create mode 100644 docs/source/recipes/Streaming-ASR/index.rst create mode 100644 docs/source/recipes/Streaming-ASR/introduction.rst rename docs/source/recipes/{ => Streaming-ASR}/librispeech/images/librispeech-lstm-transducer-tensorboard-log.png (100%) create mode 100644 docs/source/recipes/Streaming-ASR/librispeech/images/streaming-librispeech-pruned-transducer-tensorboard-log.jpg create mode 100644 docs/source/recipes/Streaming-ASR/librispeech/index.rst rename docs/source/recipes/{ => Streaming-ASR}/librispeech/lstm_pruned_stateless_transducer.rst (100%) create mode 100644 docs/source/recipes/Streaming-ASR/librispeech/pruned_transducer_stateless.rst diff --git a/docs/source/index.rst b/docs/source/index.rst index be9977ca9..4ea446259 100644 --- a/docs/source/index.rst +++ b/docs/source/index.rst @@ -22,6 +22,14 @@ speech recognition recipes using `k2 `_. installation/index model-export/index + +.. toctree:: + :maxdepth: 3 + recipes/index + +.. toctree:: + :maxdepth: 2 + contributing/index huggingface/index diff --git a/docs/source/recipes/aishell/conformer_ctc.rst b/docs/source/recipes/Non-streaming-ASR/aishell/conformer_ctc.rst similarity index 100% rename from docs/source/recipes/aishell/conformer_ctc.rst rename to docs/source/recipes/Non-streaming-ASR/aishell/conformer_ctc.rst diff --git a/docs/source/recipes/aishell/images/aishell-conformer-ctc-tensorboard-log.jpg b/docs/source/recipes/Non-streaming-ASR/aishell/images/aishell-conformer-ctc-tensorboard-log.jpg similarity index 100% rename from docs/source/recipes/aishell/images/aishell-conformer-ctc-tensorboard-log.jpg rename to docs/source/recipes/Non-streaming-ASR/aishell/images/aishell-conformer-ctc-tensorboard-log.jpg diff --git a/docs/source/recipes/aishell/images/aishell-tdnn-lstm-ctc-tensorboard-log.jpg b/docs/source/recipes/Non-streaming-ASR/aishell/images/aishell-tdnn-lstm-ctc-tensorboard-log.jpg similarity index 100% rename from docs/source/recipes/aishell/images/aishell-tdnn-lstm-ctc-tensorboard-log.jpg rename to docs/source/recipes/Non-streaming-ASR/aishell/images/aishell-tdnn-lstm-ctc-tensorboard-log.jpg diff --git a/docs/source/recipes/aishell/images/aishell-transducer_stateless_modified-tensorboard-log.png b/docs/source/recipes/Non-streaming-ASR/aishell/images/aishell-transducer_stateless_modified-tensorboard-log.png similarity index 100% rename from docs/source/recipes/aishell/images/aishell-transducer_stateless_modified-tensorboard-log.png rename to docs/source/recipes/Non-streaming-ASR/aishell/images/aishell-transducer_stateless_modified-tensorboard-log.png diff --git a/docs/source/recipes/aishell/index.rst b/docs/source/recipes/Non-streaming-ASR/aishell/index.rst similarity index 100% rename from docs/source/recipes/aishell/index.rst rename to docs/source/recipes/Non-streaming-ASR/aishell/index.rst diff --git a/docs/source/recipes/aishell/stateless_transducer.rst b/docs/source/recipes/Non-streaming-ASR/aishell/stateless_transducer.rst similarity index 100% rename from docs/source/recipes/aishell/stateless_transducer.rst rename to docs/source/recipes/Non-streaming-ASR/aishell/stateless_transducer.rst diff --git a/docs/source/recipes/aishell/tdnn_lstm_ctc.rst b/docs/source/recipes/Non-streaming-ASR/aishell/tdnn_lstm_ctc.rst similarity index 100% rename from docs/source/recipes/aishell/tdnn_lstm_ctc.rst rename to docs/source/recipes/Non-streaming-ASR/aishell/tdnn_lstm_ctc.rst diff --git a/docs/source/recipes/Non-streaming-ASR/index.rst b/docs/source/recipes/Non-streaming-ASR/index.rst new file mode 100644 index 000000000..67123a648 --- /dev/null +++ b/docs/source/recipes/Non-streaming-ASR/index.rst @@ -0,0 +1,10 @@ +Non Streaming ASR +================= + +.. toctree:: + :maxdepth: 2 + + aishell/index + librispeech/index + timit/index + yesno/index diff --git a/docs/source/recipes/librispeech/conformer_ctc.rst b/docs/source/recipes/Non-streaming-ASR/librispeech/conformer_ctc.rst similarity index 100% rename from docs/source/recipes/librispeech/conformer_ctc.rst rename to docs/source/recipes/Non-streaming-ASR/librispeech/conformer_ctc.rst diff --git a/docs/source/recipes/librispeech/images/librispeech-conformer-ctc-tensorboard-log.png b/docs/source/recipes/Non-streaming-ASR/librispeech/images/librispeech-conformer-ctc-tensorboard-log.png similarity index 100% rename from docs/source/recipes/librispeech/images/librispeech-conformer-ctc-tensorboard-log.png rename to docs/source/recipes/Non-streaming-ASR/librispeech/images/librispeech-conformer-ctc-tensorboard-log.png diff --git a/docs/source/recipes/Non-streaming-ASR/librispeech/images/librispeech-pruned-transducer-tensorboard-log.jpg b/docs/source/recipes/Non-streaming-ASR/librispeech/images/librispeech-pruned-transducer-tensorboard-log.jpg new file mode 100644 index 0000000000000000000000000000000000000000..800835749a7c7b2ca62398ba2e75d3091d06a6a7 GIT binary patch literal 566971 zcmeFabzD_l_b<9Od(+)r(j`cDN=uit2uOFgf`A|)AgF+JBOpjicZf(!N;gQe>ATS9 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z&FX5%iyW_8p@qM={ADWcE|g^Z2L&j7FV~CFx4tK4!u8_X{DBkTQHZTwf)X~{^R+0( z<>a*P9HAtX1}W)fI9FU!34Sjy;r-yRO4sNg%;SIyLwO{|@{+kT_42_j%Fif_2ghP8 z;K6;S6-Prvlv|J(KdwLA-Xh^Lqs81}*k8KeyRIe)R;ewtov#CGBhji3Fu`ZpB$W=? zfJ^MqWZwV6f;HkbnijhX56m|=TU=flOx-MG6@J!c$mhSvZnF62&j0;m*#E|vqW?eA V^1nUO@_&cA{9j-HchQ$K{}1{cQaS(t literal 0 HcmV?d00001 diff --git a/docs/source/recipes/librispeech/index.rst b/docs/source/recipes/Non-streaming-ASR/librispeech/index.rst similarity index 82% rename from docs/source/recipes/librispeech/index.rst rename to docs/source/recipes/Non-streaming-ASR/librispeech/index.rst index 568a8016f..aa97f325d 100644 --- a/docs/source/recipes/librispeech/index.rst +++ b/docs/source/recipes/Non-streaming-ASR/librispeech/index.rst @@ -6,5 +6,6 @@ LibriSpeech tdnn_lstm_ctc conformer_ctc + pruned_transducer_stateless lstm_pruned_stateless_transducer zipformer_mmi diff --git a/docs/source/recipes/Non-streaming-ASR/librispeech/pruned_transducer_stateless.rst b/docs/source/recipes/Non-streaming-ASR/librispeech/pruned_transducer_stateless.rst new file mode 100644 index 000000000..d8569bc5c --- /dev/null +++ b/docs/source/recipes/Non-streaming-ASR/librispeech/pruned_transducer_stateless.rst @@ -0,0 +1,545 @@ +Pruned transducer statelessX +============================ + +This tutorial shows you how to run a conformer transducer model +with the `LibriSpeech `_ dataset. + +.. Note:: + + The tutorial is suitable for `pruned_transducer_stateless `_, + `pruned_transducer_stateless2 `_, + `pruned_transducer_stateless4 `_, + `pruned_transducer_stateless5 `_, + We will take pruned_transducer_stateless4 as an example in this tutorial. + +.. HINT:: + + We assume you have read the page :ref:`install icefall` and have setup + the environment for ``icefall``. + +.. HINT:: + + We recommend you to use a GPU or several GPUs to run this recipe. + +.. hint:: + + Please scroll down to the bottom of this page to find download links + for pretrained models if you don't want to train a model from scratch. + + +We use pruned RNN-T to compute the loss. + +.. note:: + + You can find the paper about pruned RNN-T at the following address: + + ``_ + +The transducer model consists of 3 parts: + + - Encoder, a.k.a, the transcription network. We use a Conformer model (the reworked version by Daniel Povey) + - Decoder, a.k.a, the prediction network. We use a stateless model consisting of + ``nn.Embedding`` and ``nn.Conv1d`` + - Joiner, a.k.a, the joint network. + +.. caution:: + + Contrary to the conventional RNN-T models, we use a stateless decoder. + That is, it has no recurrent connections. + + +Data preparation +---------------- + +.. hint:: + + The data preparation is the same as other recipes on LibriSpeech dataset, + if you have finished this step, you can skip to ``Training`` directly. + +.. code-block:: bash + + $ cd egs/librispeech/ASR + $ ./prepare.sh + +The script ``./prepare.sh`` handles the data preparation for you, **automagically**. +All you need to do is to run it. + +The data preparation contains several stages, you can use the following two +options: + + - ``--stage`` + - ``--stop-stage`` + +to control which stage(s) should be run. By default, all stages are executed. + + +For example, + +.. code-block:: bash + + $ cd egs/librispeech/ASR + $ ./prepare.sh --stage 0 --stop-stage 0 + +means to run only stage 0. + +To run stage 2 to stage 5, use: + +.. code-block:: bash + + $ ./prepare.sh --stage 2 --stop-stage 5 + +.. HINT:: + + If you have pre-downloaded the `LibriSpeech `_ + dataset and the `musan `_ dataset, say, + they are saved in ``/tmp/LibriSpeech`` and ``/tmp/musan``, you can modify + the ``dl_dir`` variable in ``./prepare.sh`` to point to ``/tmp`` so that + ``./prepare.sh`` won't re-download them. + +.. NOTE:: + + All generated files by ``./prepare.sh``, e.g., features, lexicon, etc, + are saved in ``./data`` directory. + +We provide the following YouTube video showing how to run ``./prepare.sh``. + +.. note:: + + To get the latest news of `next-gen Kaldi `_, please subscribe + the following YouTube channel by `Nadira Povey `_: + + ``_ + +.. youtube:: ofEIoJL-mGM + + +Training +-------- + +Configurable options +~~~~~~~~~~~~~~~~~~~~ + +.. code-block:: bash + + $ cd egs/librispeech/ASR + $ ./pruned_transducer_stateless4/train.py --help + + +shows you the training options that can be passed from the commandline. +The following options are used quite often: + + - ``--exp-dir`` + + The directory to save checkpoints, training logs and tensorboard. + + - ``--full-libri`` + + If it's True, the training part uses all the training data, i.e., + 960 hours. Otherwise, the training part uses only the subset + ``train-clean-100``, which has 100 hours of training data. + + .. CAUTION:: + The training set is perturbed by speed with two factors: 0.9 and 1.1. + If ``--full-libri`` is True, each epoch actually processes + ``3x960 == 2880`` hours of data. + + - ``--num-epochs`` + + It is the number of epochs to train. For instance, + ``./pruned_transducer_stateless4/train.py --num-epochs 30`` trains for 30 epochs + and generates ``epoch-1.pt``, ``epoch-2.pt``, ..., ``epoch-30.pt`` + in the folder ``./pruned_transducer_stateless4/exp``. + + - ``--start-epoch`` + + It's used to resume training. + ``./pruned_transducer_stateless4/train.py --start-epoch 10`` loads the + checkpoint ``./pruned_transducer_stateless4/exp/epoch-9.pt`` and starts + training from epoch 10, based on the state from epoch 9. + + - ``--world-size`` + + It is used for multi-GPU single-machine DDP training. + + - (a) If it is 1, then no DDP training is used. + + - (b) If it is 2, then GPU 0 and GPU 1 are used for DDP training. + + The following shows some use cases with it. + + **Use case 1**: You have 4 GPUs, but you only want to use GPU 0 and + GPU 2 for training. You can do the following: + + .. code-block:: bash + + $ cd egs/librispeech/ASR + $ export CUDA_VISIBLE_DEVICES="0,2" + $ ./pruned_transducer_stateless4/train.py --world-size 2 + + **Use case 2**: You have 4 GPUs and you want to use all of them + for training. You can do the following: + + .. code-block:: bash + + $ cd egs/librispeech/ASR + $ ./pruned_transducer_stateless4/train.py --world-size 4 + + **Use case 3**: You have 4 GPUs but you only want to use GPU 3 + for training. You can do the following: + + .. code-block:: bash + + $ cd egs/librispeech/ASR + $ export CUDA_VISIBLE_DEVICES="3" + $ ./pruned_transducer_stateless4/train.py --world-size 1 + + .. caution:: + + Only multi-GPU single-machine DDP training is implemented at present. + Multi-GPU multi-machine DDP training will be added later. + + - ``--max-duration`` + + It specifies the number of seconds over all utterances in a + batch, before **padding**. + If you encounter CUDA OOM, please reduce it. + + .. HINT:: + + Due to padding, the number of seconds of all utterances in a + batch will usually be larger than ``--max-duration``. + + A larger value for ``--max-duration`` may cause OOM during training, + while a smaller value may increase the training time. You have to + tune it. + + - ``--use-fp16`` + + If it is True, the model will train with half precision, from our experiment + results, by using half precision you can train with two times larger ``--max-duration`` + so as to get almost 2X speed up. + + +Pre-configured options +~~~~~~~~~~~~~~~~~~~~~~ + +There are some training options, e.g., number of encoder layers, +encoder dimension, decoder dimension, number of warmup steps etc, +that are not passed from the commandline. +They are pre-configured by the function ``get_params()`` in +`pruned_transducer_stateless4/train.py `_ + +You don't need to change these pre-configured parameters. If you really need to change +them, please modify ``./pruned_transducer_stateless4/train.py`` directly. + + +.. NOTE:: + + The options for `pruned_transducer_stateless5 `_ are a little different from + other recipes. It allows you to configure ``--num-encoder-layers``, ``--dim-feedforward``, ``--nhead``, ``--encoder-dim``, ``--decoder-dim``, ``--joiner-dim`` from commandline, so that you can train models with different size with pruned_transducer_stateless5. + + +Training logs +~~~~~~~~~~~~~ + +Training logs and checkpoints are saved in ``--exp-dir`` (e.g. ``pruned_transducer_stateless4/exp``. +You will find the following files in that directory: + + - ``epoch-1.pt``, ``epoch-2.pt``, ... + + These are checkpoint files saved at the end of each epoch, containing model + ``state_dict`` and optimizer ``state_dict``. + To resume training from some checkpoint, say ``epoch-10.pt``, you can use: + + .. code-block:: bash + + $ ./pruned_transducer_stateless4/train.py --start-epoch 11 + + - ``checkpoint-436000.pt``, ``checkpoint-438000.pt``, ... + + These are checkpoint files saved every ``--save-every-n`` batches, + containing model ``state_dict`` and optimizer ``state_dict``. + To resume training from some checkpoint, say ``checkpoint-436000``, you can use: + + .. code-block:: bash + + $ ./pruned_transducer_stateless4/train.py --start-batch 436000 + + - ``tensorboard/`` + + This folder contains tensorBoard logs. Training loss, validation loss, learning + rate, etc, are recorded in these logs. You can visualize them by: + + .. code-block:: bash + + $ cd pruned_transducer_stateless4/exp/tensorboard + $ tensorboard dev upload --logdir . --description "pruned transducer training for LibriSpeech with icefall" + + It will print something like below: + + .. code-block:: + + TensorFlow installation not found - running with reduced feature set. + Upload started and will continue reading any new data as it's added to the logdir. + + To stop uploading, press Ctrl-C. + + New experiment created. View your TensorBoard at: https://tensorboard.dev/experiment/QOGSPBgsR8KzcRMmie9JGw/ + + [2022-11-20T15:50:50] Started scanning logdir. + Uploading 4468 scalars... + [2022-11-20T15:53:02] Total uploaded: 210171 scalars, 0 tensors, 0 binary objects + Listening for new data in logdir... + + Note there is a URL in the above output. Click it and you will see + the following screenshot: + + .. figure:: images/librispeech-pruned-transducer-tensorboard-log.jpg + :width: 600 + :alt: TensorBoard screenshot + :align: center + :target: https://tensorboard.dev/experiment/QOGSPBgsR8KzcRMmie9JGw/ + + TensorBoard screenshot. + + .. hint:: + + If you don't have access to google, you can use the following command + to view the tensorboard log locally: + + .. code-block:: bash + + cd pruned_transducer_stateless4/exp/tensorboard + tensorboard --logdir . --port 6008 + + It will print the following message: + + .. code-block:: + + Serving TensorBoard on localhost; to expose to the network, use a proxy or pass --bind_all + TensorBoard 2.8.0 at http://localhost:6008/ (Press CTRL+C to quit) + + Now start your browser and go to ``_ to view the tensorboard + logs. + + + - ``log/log-train-xxxx`` + + It is the detailed training log in text format, same as the one + you saw printed to the console during training. + +Usage example +~~~~~~~~~~~~~ + +You can use the following command to start the training using 6 GPUs: + +.. code-block:: bash + + export CUDA_VISIBLE_DEVICES="0,1,2,3,4,5" + ./pruned_transducer_stateless4/train.py \ + --world-size 6 \ + --num-epochs 30 \ + --start-epoch 1 \ + --exp-dir pruned_transducer_stateless4/exp \ + --full-libri 1 \ + --max-duration 300 + + +Decoding +-------- + +The decoding part uses checkpoints saved by the training part, so you have +to run the training part first. + +.. hint:: + + There are two kinds of checkpoints: + + - (1) ``epoch-1.pt``, ``epoch-2.pt``, ..., which are saved at the end + of each epoch. You can pass ``--epoch`` to + ``pruned_transducer_stateless4/decode.py`` to use them. + + - (2) ``checkpoints-436000.pt``, ``epoch-438000.pt``, ..., which are saved + every ``--save-every-n`` batches. You can pass ``--iter`` to + ``pruned_transducer_stateless4/decode.py`` to use them. + + We suggest that you try both types of checkpoints and choose the one + that produces the lowest WERs. + +.. code-block:: bash + + $ cd egs/librispeech/ASR + $ ./pruned_transducer_stateless4/decode.py --help + +shows the options for decoding. + +The following shows two examples (for two types of checkpoints): + +.. code-block:: bash + + for m in greedy_search fast_beam_search modified_beam_search; do + for epoch in 25 20; do + for avg in 7 5 3 1; do + ./pruned_transducer_stateless4/decode.py \ + --epoch $epoch \ + --avg $avg \ + --exp-dir pruned_transducer_stateless4/exp \ + --max-duration 600 \ + --decoding-method $m + done + done + done + + +.. code-block:: bash + + for m in greedy_search fast_beam_search modified_beam_search; do + for iter in 474000; do + for avg in 8 10 12 14 16 18; do + ./pruned_transducer_stateless4/decode.py \ + --iter $iter \ + --avg $avg \ + --exp-dir pruned_transducer_stateless4/exp \ + --max-duration 600 \ + --decoding-method $m + done + done + done + + +.. Note:: + + Supporting decoding methods are as follows: + + - ``greedy_search`` : It takes the symbol with largest posterior probability + of each frame as the decoding result. + + - ``beam_search`` : It implements Algorithm 1 in https://arxiv.org/pdf/1211.3711.pdf and + `espnet/nets/beam_search_transducer.py `_ + is used as a reference. Basicly, it keeps topk states for each frame, and expands the kept states with their own contexts to + next frame. + + - ``modified_beam_search`` : It implements the same algorithm as ``beam_search`` above, but it + runs in batch mode with ``--max-sym-per-frame=1`` being hardcoded. + + - ``fast_beam_search`` : It implements graph composition between the output ``log_probs`` and + given ``FSAs``. It is hard to describe the details in several lines of texts, you can read + our paper in https://arxiv.org/pdf/2211.00484.pdf or our `rnnt decode code in k2 `_. ``fast_beam_search`` can decode with ``FSAs`` on GPU efficiently. + + - ``fast_beam_search_LG`` : The same as ``fast_beam_search`` above, ``fast_beam_search`` uses + an trivial graph that has only one state, while ``fast_beam_search_LG`` uses an LG graph + (with N-gram LM). + + - ``fast_beam_search_nbest`` : It produces the decoding results as follows: + + - (1) Use ``fast_beam_search`` to get a lattice + - (2) Select ``num_paths`` paths from the lattice using ``k2.random_paths()`` + - (3) Unique the selected paths + - (4) Intersect the selected paths with the lattice and compute the + shortest path from the intersection result + - (5) The path with the largest score is used as the decoding output. + + - ``fast_beam_search_nbest_LG`` : It implements same logic as ``fast_beam_search_nbest``, the + only difference is that it uses ``fast_beam_search_LG`` to generate the lattice. + + +Export Model +------------ + +`pruned_transducer_stateless4/export.py `_ supports exporting checkpoints from ``pruned_transducer_stateless4/exp`` in the following ways. + +Export ``model.state_dict()`` +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +Checkpoints saved by ``pruned_transducer_stateless4/train.py`` also include +``optimizer.state_dict()``. It is useful for resuming training. But after training, +we are interested only in ``model.state_dict()``. You can use the following +command to extract ``model.state_dict()``. + +.. code-block:: bash + + # Assume that --epoch 25 --avg 3 produces the smallest WER + # (You can get such information after running ./pruned_transducer_stateless4/decode.py) + + epoch=25 + avg=3 + + ./pruned_transducer_stateless4/export.py \ + --exp-dir ./pruned_transducer_stateless4/exp \ + --bpe-model data/lang_bpe_500/bpe.model \ + --epoch $epoch \ + --avg $avg + +It will generate a file ``./pruned_transducer_stateless4/exp/pretrained.pt``. + +.. hint:: + + To use the generated ``pretrained.pt`` for ``pruned_transducer_stateless4/decode.py``, + you can run: + + .. code-block:: bash + + cd pruned_transducer_stateless4/exp + ln -s pretrained.pt epoch-999.pt + + And then pass ``--epoch 999 --avg 1 --use-averaged-model 0`` to + ``./pruned_transducer_stateless4/decode.py``. + +To use the exported model with ``./pruned_transducer_stateless4/pretrained.py``, you +can run: + +.. code-block:: bash + + ./pruned_transducer_stateless4/pretrained.py \ + --checkpoint ./pruned_transducer_stateless4/exp/pretrained.pt \ + --bpe-model ./data/lang_bpe_500/bpe.model \ + --method greedy_search \ + /path/to/foo.wav \ + /path/to/bar.wav + + +Export model using ``torch.jit.script()`` +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +.. code-block:: bash + ./pruned_transducer_stateless4/export.py \ + --exp-dir ./pruned_transducer_stateless4/exp \ + --bpe-model data/lang_bpe_500/bpe.model \ + --epoch 25 \ + --avg 3 \ + --jit 1 + +It will generate a file ``cpu_jit.pt`` in the given ``exp_dir``. You can later +load it by ``torch.jit.load("cpu_jit.pt")``. + +Note ``cpu`` in the name ``cpu_jit.pt`` means the parameters when loaded into Python +are on CPU. You can use ``to("cuda")`` to move them to a CUDA device. + +.. NOTE:: + + You will need this ``cpu_jit.pt`` when deploying with Sherpa framework. + + +Download pretrained models +-------------------------- + +If you don't want to train from scratch, you can download the pretrained models +by visiting the following links: + + - `pruned_transducer_stateless `_ + + - `pruned_transducer_stateless2 `_ + + - `pruned_transducer_stateless4 `_ + + - `pruned_transducer_stateless5 `_ + + See ``_ + for the details of the above pretrained models + + +Deploy with Sherpa +------------------ + +Please see ``_ +for how to deploy the models in ``sherpa``. diff --git a/docs/source/recipes/librispeech/tdnn_lstm_ctc.rst b/docs/source/recipes/Non-streaming-ASR/librispeech/tdnn_lstm_ctc.rst similarity index 100% rename from docs/source/recipes/librispeech/tdnn_lstm_ctc.rst rename to docs/source/recipes/Non-streaming-ASR/librispeech/tdnn_lstm_ctc.rst diff --git a/docs/source/recipes/librispeech/zipformer_mmi.rst b/docs/source/recipes/Non-streaming-ASR/librispeech/zipformer_mmi.rst similarity index 100% rename from docs/source/recipes/librispeech/zipformer_mmi.rst rename to docs/source/recipes/Non-streaming-ASR/librispeech/zipformer_mmi.rst diff --git a/docs/source/recipes/timit/index.rst b/docs/source/recipes/Non-streaming-ASR/timit/index.rst similarity index 100% rename from docs/source/recipes/timit/index.rst rename to docs/source/recipes/Non-streaming-ASR/timit/index.rst diff --git a/docs/source/recipes/timit/tdnn_ligru_ctc.rst b/docs/source/recipes/Non-streaming-ASR/timit/tdnn_ligru_ctc.rst similarity index 100% rename from docs/source/recipes/timit/tdnn_ligru_ctc.rst rename to docs/source/recipes/Non-streaming-ASR/timit/tdnn_ligru_ctc.rst diff --git a/docs/source/recipes/timit/tdnn_lstm_ctc.rst b/docs/source/recipes/Non-streaming-ASR/timit/tdnn_lstm_ctc.rst similarity index 100% rename from docs/source/recipes/timit/tdnn_lstm_ctc.rst rename to docs/source/recipes/Non-streaming-ASR/timit/tdnn_lstm_ctc.rst diff --git a/docs/source/recipes/yesno/images/tdnn-tensorboard-log.png b/docs/source/recipes/Non-streaming-ASR/yesno/images/tdnn-tensorboard-log.png similarity index 100% rename from docs/source/recipes/yesno/images/tdnn-tensorboard-log.png rename to docs/source/recipes/Non-streaming-ASR/yesno/images/tdnn-tensorboard-log.png diff --git a/docs/source/recipes/yesno/index.rst b/docs/source/recipes/Non-streaming-ASR/yesno/index.rst similarity index 100% rename from docs/source/recipes/yesno/index.rst rename to docs/source/recipes/Non-streaming-ASR/yesno/index.rst diff --git a/docs/source/recipes/yesno/tdnn.rst b/docs/source/recipes/Non-streaming-ASR/yesno/tdnn.rst similarity index 100% rename from docs/source/recipes/yesno/tdnn.rst rename to docs/source/recipes/Non-streaming-ASR/yesno/tdnn.rst diff --git a/docs/source/recipes/Streaming-ASR/index.rst b/docs/source/recipes/Streaming-ASR/index.rst new file mode 100644 index 000000000..8c0ffe447 --- /dev/null +++ b/docs/source/recipes/Streaming-ASR/index.rst @@ -0,0 +1,12 @@ +Streaming ASR +============= + +.. toctree:: + :maxdepth: 1 + + introduction + +.. toctree:: + :maxdepth: 2 + + librispeech/index diff --git a/docs/source/recipes/Streaming-ASR/introduction.rst b/docs/source/recipes/Streaming-ASR/introduction.rst new file mode 100644 index 000000000..d81156659 --- /dev/null +++ b/docs/source/recipes/Streaming-ASR/introduction.rst @@ -0,0 +1,52 @@ +Introduction +============ + +This page shows you how we implement streaming **X-former transducer** models for ASR. + +.. HINT:: + X-former transducer here means the encoder of the transducer model uses Multi-Head Attention, + like `Conformer `_, `EmFormer `_ etc. + +Currently we have implemented two types of streaming models, one uses Conformer as encoder, the other uses Emformer as encoder. + +Streaming Conformer +------------------- + +The main idea of training a streaming model is to make the model see limited contexts +in training time, we can achieve this by applying a mask to the output of self-attention. +In icefall, we implement the streaming conformer the way just like what `WeNet `_ did. + +.. NOTE:: + The conformer-transducer recipes in LibriSpeech datasets, like, `pruned_transducer_stateless `_, + `pruned_transducer_stateless2 `_, + `pruned_transducer_stateless3 `_, + `pruned_transducer_stateless4 `_, + `pruned_transducer_stateless5 `_ + all support streaming. + +.. NOTE:: + Training a streaming conformer model in ``icefall`` is almost the same as training a + non-streaming model, all you need to do is passing several extra arguments. + See :doc:`Pruned transducer statelessX ` for more details. + +.. HINT:: + If you want to adapt a non-streaming conformer model to be streaming, please refer + to `this pull request `_. + + +Streaming Emformer +------------------ + +The Emformer model proposed `here `_ uses more +complicated techniques. It has a memory bank component to memorize history information, +what' more, it also introduces right context in training time by hard-copying part of +the input features. + +We have three variants of Emformer models in ``icefall``. + + - ``pruned_stateless_emformer_rnnt2`` using Emformer from torchaudio, see `LibriSpeech recipe `_. + - ``conv_emformer_transducer_stateless`` using ConvEmformer implemented by ourself. Different from the Emformer in torchaudio, + ConvEmformer has a convolution in each layer and uses the mechanisms in our reworked conformer model. + See `LibriSpeech recipe `_. + - ``conv_emformer_transducer_stateless2`` using ConvEmformer implemented by ourself. The only difference from the above one is that + it uses a simplified memory bank. See `LibriSpeech recipe `_. diff --git a/docs/source/recipes/librispeech/images/librispeech-lstm-transducer-tensorboard-log.png b/docs/source/recipes/Streaming-ASR/librispeech/images/librispeech-lstm-transducer-tensorboard-log.png similarity index 100% rename from docs/source/recipes/librispeech/images/librispeech-lstm-transducer-tensorboard-log.png rename to docs/source/recipes/Streaming-ASR/librispeech/images/librispeech-lstm-transducer-tensorboard-log.png diff --git a/docs/source/recipes/Streaming-ASR/librispeech/images/streaming-librispeech-pruned-transducer-tensorboard-log.jpg b/docs/source/recipes/Streaming-ASR/librispeech/images/streaming-librispeech-pruned-transducer-tensorboard-log.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9c77b8bae243ec78c33ba7b06d28bfba408d1724 GIT binary patch literal 560358 zcmeFYbzD^6*FSoOp}Ua=NlB#}5di_|Zt3oZK~Myg6cA8EP!K6$q&uWT>5y(|m_cIb z-@#A*zR&&Rckk=@=id8l*mK^q&f06QwRW7f_dav=<7xpQR#8+|1RxLqcnSUiSBrp; 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zp7p*3_L7MaDZtD@FRmq3{Y3w$C));136#c%Gt25+}U2lE8w&Mq{-CenE zy_0G@u+)hoBCiBcqN)`9-G*e!(=S)4MfM+hB1(_#5F_&9#}`-^=4^u~6|KcBriYg8 z4-5lK_H@Sg_in1^MFLCqCIU#&;m=sagwgiM{Db~^C*!=M)+IQ~_j)niYUk~?q^gDI oZtXo$Xw9sQvt*gf{aVy+f6*@$xa_~{q57|QPiFVu>(kovUjW+IkN^Mx literal 0 HcmV?d00001 diff --git a/docs/source/recipes/Streaming-ASR/librispeech/index.rst b/docs/source/recipes/Streaming-ASR/librispeech/index.rst new file mode 100644 index 000000000..546ce168b --- /dev/null +++ b/docs/source/recipes/Streaming-ASR/librispeech/index.rst @@ -0,0 +1,9 @@ +LibriSpeech +=========== + +.. toctree:: + :maxdepth: 1 + + pruned_transducer_stateless + + lstm_pruned_stateless_transducer diff --git a/docs/source/recipes/librispeech/lstm_pruned_stateless_transducer.rst b/docs/source/recipes/Streaming-ASR/librispeech/lstm_pruned_stateless_transducer.rst similarity index 100% rename from docs/source/recipes/librispeech/lstm_pruned_stateless_transducer.rst rename to docs/source/recipes/Streaming-ASR/librispeech/lstm_pruned_stateless_transducer.rst diff --git a/docs/source/recipes/Streaming-ASR/librispeech/pruned_transducer_stateless.rst b/docs/source/recipes/Streaming-ASR/librispeech/pruned_transducer_stateless.rst new file mode 100644 index 000000000..de7102ba8 --- /dev/null +++ b/docs/source/recipes/Streaming-ASR/librispeech/pruned_transducer_stateless.rst @@ -0,0 +1,735 @@ +Pruned transducer statelessX +============================ + +This tutorial shows you how to run a **streaming** conformer transducer model +with the `LibriSpeech `_ dataset. + +.. Note:: + + The tutorial is suitable for `pruned_transducer_stateless `_, + `pruned_transducer_stateless2 `_, + `pruned_transducer_stateless4 `_, + `pruned_transducer_stateless5 `_, + We will take pruned_transducer_stateless4 as an example in this tutorial. + +.. HINT:: + + We assume you have read the page :ref:`install icefall` and have setup + the environment for ``icefall``. + +.. HINT:: + + We recommend you to use a GPU or several GPUs to run this recipe. + +.. hint:: + + Please scroll down to the bottom of this page to find download links + for pretrained models if you don't want to train a model from scratch. + + +We use pruned RNN-T to compute the loss. + +.. note:: + + You can find the paper about pruned RNN-T at the following address: + + ``_ + +The transducer model consists of 3 parts: + + - Encoder, a.k.a, the transcription network. We use a Conformer model (the reworked version by Daniel Povey) + - Decoder, a.k.a, the prediction network. We use a stateless model consisting of + ``nn.Embedding`` and ``nn.Conv1d`` + - Joiner, a.k.a, the joint network. + +.. caution:: + + Contrary to the conventional RNN-T models, we use a stateless decoder. + That is, it has no recurrent connections. + + +Data preparation +---------------- + +.. hint:: + + The data preparation is the same as other recipes on LibriSpeech dataset, + if you have finished this step, you can skip to ``Training`` directly. + +.. code-block:: bash + + $ cd egs/librispeech/ASR + $ ./prepare.sh + +The script ``./prepare.sh`` handles the data preparation for you, **automagically**. +All you need to do is to run it. + +The data preparation contains several stages, you can use the following two +options: + + - ``--stage`` + - ``--stop-stage`` + +to control which stage(s) should be run. By default, all stages are executed. + + +For example, + +.. code-block:: bash + + $ cd egs/librispeech/ASR + $ ./prepare.sh --stage 0 --stop-stage 0 + +means to run only stage 0. + +To run stage 2 to stage 5, use: + +.. code-block:: bash + + $ ./prepare.sh --stage 2 --stop-stage 5 + +.. HINT:: + + If you have pre-downloaded the `LibriSpeech `_ + dataset and the `musan `_ dataset, say, + they are saved in ``/tmp/LibriSpeech`` and ``/tmp/musan``, you can modify + the ``dl_dir`` variable in ``./prepare.sh`` to point to ``/tmp`` so that + ``./prepare.sh`` won't re-download them. + +.. NOTE:: + + All generated files by ``./prepare.sh``, e.g., features, lexicon, etc, + are saved in ``./data`` directory. + +We provide the following YouTube video showing how to run ``./prepare.sh``. + +.. note:: + + To get the latest news of `next-gen Kaldi `_, please subscribe + the following YouTube channel by `Nadira Povey `_: + + ``_ + +.. youtube:: ofEIoJL-mGM + + +Training +-------- + +.. NOTE:: + + We put the streaming and non-streaming model in one recipe, to train a streaming model you only + need to add **4** extra options comparing with training a non-streaming model. These options are + ``--dynamic-chunk-training``, ``--num-left-chunks``, ``--causal-convolution``, ``--short-chunk-size``. + You can see the configurable options below for their meanings or read https://arxiv.org/pdf/2012.05481.pdf for more details. + +Configurable options +~~~~~~~~~~~~~~~~~~~~ + +.. code-block:: bash + + $ cd egs/librispeech/ASR + $ ./pruned_transducer_stateless4/train.py --help + + +shows you the training options that can be passed from the commandline. +The following options are used quite often: + + - ``--exp-dir`` + + The directory to save checkpoints, training logs and tensorboard. + + - ``--full-libri`` + + If it's True, the training part uses all the training data, i.e., + 960 hours. Otherwise, the training part uses only the subset + ``train-clean-100``, which has 100 hours of training data. + + .. CAUTION:: + The training set is perturbed by speed with two factors: 0.9 and 1.1. + If ``--full-libri`` is True, each epoch actually processes + ``3x960 == 2880`` hours of data. + + - ``--num-epochs`` + + It is the number of epochs to train. For instance, + ``./pruned_transducer_stateless4/train.py --num-epochs 30`` trains for 30 epochs + and generates ``epoch-1.pt``, ``epoch-2.pt``, ..., ``epoch-30.pt`` + in the folder ``./pruned_transducer_stateless4/exp``. + + - ``--start-epoch`` + + It's used to resume training. + ``./pruned_transducer_stateless4/train.py --start-epoch 10`` loads the + checkpoint ``./pruned_transducer_stateless4/exp/epoch-9.pt`` and starts + training from epoch 10, based on the state from epoch 9. + + - ``--world-size`` + + It is used for multi-GPU single-machine DDP training. + + - (a) If it is 1, then no DDP training is used. + + - (b) If it is 2, then GPU 0 and GPU 1 are used for DDP training. + + The following shows some use cases with it. + + **Use case 1**: You have 4 GPUs, but you only want to use GPU 0 and + GPU 2 for training. You can do the following: + + .. code-block:: bash + + $ cd egs/librispeech/ASR + $ export CUDA_VISIBLE_DEVICES="0,2" + $ ./pruned_transducer_stateless4/train.py --world-size 2 + + **Use case 2**: You have 4 GPUs and you want to use all of them + for training. You can do the following: + + .. code-block:: bash + + $ cd egs/librispeech/ASR + $ ./pruned_transducer_stateless4/train.py --world-size 4 + + **Use case 3**: You have 4 GPUs but you only want to use GPU 3 + for training. You can do the following: + + .. code-block:: bash + + $ cd egs/librispeech/ASR + $ export CUDA_VISIBLE_DEVICES="3" + $ ./pruned_transducer_stateless4/train.py --world-size 1 + + .. caution:: + + Only multi-GPU single-machine DDP training is implemented at present. + Multi-GPU multi-machine DDP training will be added later. + + - ``--max-duration`` + + It specifies the number of seconds over all utterances in a + batch, before **padding**. + If you encounter CUDA OOM, please reduce it. + + .. HINT:: + + Due to padding, the number of seconds of all utterances in a + batch will usually be larger than ``--max-duration``. + + A larger value for ``--max-duration`` may cause OOM during training, + while a smaller value may increase the training time. You have to + tune it. + + - ``--use-fp16`` + + If it is True, the model will train with half precision, from our experiment + results, by using half precision you can train with two times larger ``--max-duration`` + so as to get almost 2X speed up. + + - ``--dynamic-chunk-training`` + + The flag that indicates whether to train a streaming model or not, it + **MUST** be True if you want to train a streaming model. + + - ``--short-chunk-size`` + + When training a streaming attention model with chunk masking, the chunk size + would be either max sequence length of current batch or uniformly sampled from + (1, short_chunk_size). The default value is 25, you don't have to change it most of the time. + + - ``--num-left-chunks`` + + It indicates how many left context (in chunks) that can be seen when calculating attention. + The default value is 4, you don't have to change it most of the time. + + + - ``--causal-convolution`` + + Whether to use causal convolution in conformer encoder layer, this requires + to be True when training a streaming model. + + +Pre-configured options +~~~~~~~~~~~~~~~~~~~~~~ + +There are some training options, e.g., number of encoder layers, +encoder dimension, decoder dimension, number of warmup steps etc, +that are not passed from the commandline. +They are pre-configured by the function ``get_params()`` in +`pruned_transducer_stateless4/train.py `_ + +You don't need to change these pre-configured parameters. If you really need to change +them, please modify ``./pruned_transducer_stateless4/train.py`` directly. + + +.. NOTE:: + + The options for `pruned_transducer_stateless5 `_ are a little different from + other recipes. It allows you to configure ``--num-encoder-layers``, ``--dim-feedforward``, ``--nhead``, ``--encoder-dim``, ``--decoder-dim``, ``--joiner-dim`` from commandline, so that you can train models with different size with pruned_transducer_stateless5. + + +Training logs +~~~~~~~~~~~~~ + +Training logs and checkpoints are saved in ``--exp-dir`` (e.g. ``pruned_transducer_stateless4/exp``. +You will find the following files in that directory: + + - ``epoch-1.pt``, ``epoch-2.pt``, ... + + These are checkpoint files saved at the end of each epoch, containing model + ``state_dict`` and optimizer ``state_dict``. + To resume training from some checkpoint, say ``epoch-10.pt``, you can use: + + .. code-block:: bash + + $ ./pruned_transducer_stateless4/train.py --start-epoch 11 + + - ``checkpoint-436000.pt``, ``checkpoint-438000.pt``, ... + + These are checkpoint files saved every ``--save-every-n`` batches, + containing model ``state_dict`` and optimizer ``state_dict``. + To resume training from some checkpoint, say ``checkpoint-436000``, you can use: + + .. code-block:: bash + + $ ./pruned_transducer_stateless4/train.py --start-batch 436000 + + - ``tensorboard/`` + + This folder contains tensorBoard logs. Training loss, validation loss, learning + rate, etc, are recorded in these logs. You can visualize them by: + + .. code-block:: bash + + $ cd pruned_transducer_stateless4/exp/tensorboard + $ tensorboard dev upload --logdir . --description "pruned transducer training for LibriSpeech with icefall" + + It will print something like below: + + .. code-block:: + + TensorFlow installation not found - running with reduced feature set. + Upload started and will continue reading any new data as it's added to the logdir. + + To stop uploading, press Ctrl-C. + + New experiment created. View your TensorBoard at: https://tensorboard.dev/experiment/97VKXf80Ru61CnP2ALWZZg/ + + [2022-11-20T15:50:50] Started scanning logdir. + Uploading 4468 scalars... + [2022-11-20T15:53:02] Total uploaded: 210171 scalars, 0 tensors, 0 binary objects + Listening for new data in logdir... + + Note there is a URL in the above output. Click it and you will see + the following screenshot: + + .. figure:: images/streaming-librispeech-pruned-transducer-tensorboard-log.jpg + :width: 600 + :alt: TensorBoard screenshot + :align: center + :target: https://tensorboard.dev/experiment/97VKXf80Ru61CnP2ALWZZg/ + + TensorBoard screenshot. + + .. hint:: + + If you don't have access to google, you can use the following command + to view the tensorboard log locally: + + .. code-block:: bash + + cd pruned_transducer_stateless4/exp/tensorboard + tensorboard --logdir . --port 6008 + + It will print the following message: + + .. code-block:: + + Serving TensorBoard on localhost; to expose to the network, use a proxy or pass --bind_all + TensorBoard 2.8.0 at http://localhost:6008/ (Press CTRL+C to quit) + + Now start your browser and go to ``_ to view the tensorboard + logs. + + + - ``log/log-train-xxxx`` + + It is the detailed training log in text format, same as the one + you saw printed to the console during training. + +Usage example +~~~~~~~~~~~~~ + +You can use the following command to start the training using 4 GPUs: + +.. code-block:: bash + + export CUDA_VISIBLE_DEVICES="0,1,2,3" + ./pruned_transducer_stateless4/train.py \ + --world-size 4 \ + --dynamic-chunk-training 1 \ + --causal-convolution 1 \ + --num-epochs 30 \ + --start-epoch 1 \ + --exp-dir pruned_transducer_stateless4/exp \ + --full-libri 1 \ + --max-duration 300 + +.. NOTE:: + + Comparing with training a non-streaming model, you only need to add two extra options, + ``--dynamic-chunk-training 1`` and ``--causal-convolution 1`` . + + +Decoding +-------- + +The decoding part uses checkpoints saved by the training part, so you have +to run the training part first. + +.. hint:: + + There are two kinds of checkpoints: + + - (1) ``epoch-1.pt``, ``epoch-2.pt``, ..., which are saved at the end + of each epoch. You can pass ``--epoch`` to + ``pruned_transducer_stateless4/decode.py`` to use them. + + - (2) ``checkpoints-436000.pt``, ``epoch-438000.pt``, ..., which are saved + every ``--save-every-n`` batches. You can pass ``--iter`` to + ``pruned_transducer_stateless4/decode.py`` to use them. + + We suggest that you try both types of checkpoints and choose the one + that produces the lowest WERs. + +.. tip:: + + To decode a streaming model, you can use either ``simulate streaming decoding`` in ``decode.py`` or + ``real streaming decoding`` in ``streaming_decode.py``, the difference between ``decode.py`` and + ``streaming_decode.py`` is that, ``decode.py`` processes the whole acoustic frames at one time with masking (i.e. same as training), + but ``streaming_decode.py`` processes the acoustic frames chunk by chunk (so it can only see limited context). + +.. NOTE:: + + ``simulate streaming decoding`` in ``decode.py`` and ``real streaming decoding`` in ``streaming_decode.py`` should + produce almost the same results given the same ``--decode-chunk-size`` and ``--left-context``. + + +Simulate streaming decoding +~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +.. code-block:: bash + + $ cd egs/librispeech/ASR + $ ./pruned_transducer_stateless4/decode.py --help + +shows the options for decoding. +The following options are important for streaming models: + + ``--simulate-streaming`` + + If you want to decode a streaming model with ``decode.py``, you **MUST** set + ``--simulate-streaming`` to ``True``. ``simulate`` here means the acoustic frames + are not processed frame by frame (or chunk by chunk), instead, the whole sequence + is processed at one time with masking (the same as training). + + ``--causal-convolution`` + + If True, the convolution module in encoder layers will be causal convolution. + This is **MUST** be True when decoding with a streaming model. + + ``--decode-chunk-size`` + + For streaming models, we will calculate the chunk-wise attention, ``--decode-chunk-size`` + indicates the chunk length (in frames after subsampling) for chunk-wise attention. + For ``simulate streaming decoding`` the ``decode-chunk-size`` is used to generate + the attention mask. + + ``--left-context`` + + ``--left-context`` indicates how many left context frames (after subsampling) can be seen + for current chunk when calculating chunk-wise attention. Normally, ``left-context`` should equal + to ``decode-chunk-size * num-left-chunks``, where ``num-left-chunks`` is the option used + to train this model. For ``simulate streaming decoding`` the ``left-context`` is used to generate + the attention mask. + + +The following shows two examples (for the two types of checkpoints): + +.. code-block:: bash + + for m in greedy_search fast_beam_search modified_beam_search; do + for epoch in 25 20; do + for avg in 7 5 3 1; do + ./pruned_transducer_stateless4/decode.py \ + --epoch $epoch \ + --avg $avg \ + --simulate-streaming 1 \ + --causal-convolution 1 \ + --decode-chunk-size 16 \ + --left-context 64 \ + --exp-dir pruned_transducer_stateless4/exp \ + --max-duration 600 \ + --decoding-method $m + done + done + done + + +.. code-block:: bash + + for m in greedy_search fast_beam_search modified_beam_search; do + for iter in 474000; do + for avg in 8 10 12 14 16 18; do + ./pruned_transducer_stateless4/decode.py \ + --iter $iter \ + --avg $avg \ + --simulate-streaming 1 \ + --causal-convolution 1 \ + --decode-chunk-size 16 \ + --left-context 64 \ + --exp-dir pruned_transducer_stateless4/exp \ + --max-duration 600 \ + --decoding-method $m + done + done + done + + +Real streaming decoding +~~~~~~~~~~~~~~~~~~~~~~~ + +.. code-block:: bash + + $ cd egs/librispeech/ASR + $ ./pruned_transducer_stateless4/streaming_decode.py --help + +shows the options for decoding. +The following options are important for streaming models: + + ``--decode-chunk-size`` + + For streaming models, we will calculate the chunk-wise attention, ``--decode-chunk-size`` + indicates the chunk length (in frames after subsampling) for chunk-wise attention. + For ``real streaming decoding``, we will process ``decode-chunk-size`` acoustic frames at each time. + + ``--left-context`` + + ``--left-context`` indicates how many left context frames (after subsampling) can be seen + for current chunk when calculating chunk-wise attention. Normally, ``left-context`` should equal + to ``decode-chunk-size * num-left-chunks``, where ``num-left-chunks`` is the option used + to train this model. + + ``--num-decode-streams`` + + The number of decoding streams that can be run in parallel (very similar to the ``bath size``). + For ``real streaming decoding``, the batches will be packed dynamically, for example, if the + ``num-decode-streams`` equals to 10, then, sequence 1 to 10 will be decoded at first, after a while, + suppose sequence 1 and 2 are done, so, sequence 3 to 12 will be processed parallelly in a batch. + + +.. NOTE:: + + We also try adding ``--right-context`` in the real streaming decoding, but it seems not to benefit + the performance for all the models, the reasons might be the training and decoding mismatch. You + can try decoding with ``--right-context`` to see if it helps. The default value is 0. + + +The following shows two examples (for the two types of checkpoints): + +.. code-block:: bash + + for m in greedy_search fast_beam_search modified_beam_search; do + for epoch in 25 20; do + for avg in 7 5 3 1; do + ./pruned_transducer_stateless4/decode.py \ + --epoch $epoch \ + --avg $avg \ + --decode-chunk-size 16 \ + --left-context 64 \ + --num-decode-streams 100 \ + --exp-dir pruned_transducer_stateless4/exp \ + --max-duration 600 \ + --decoding-method $m + done + done + done + + +.. code-block:: bash + + for m in greedy_search fast_beam_search modified_beam_search; do + for iter in 474000; do + for avg in 8 10 12 14 16 18; do + ./pruned_transducer_stateless4/decode.py \ + --iter $iter \ + --avg $avg \ + --decode-chunk-size 16 \ + --left-context 64 \ + --num-decode-streams 100 \ + --exp-dir pruned_transducer_stateless4/exp \ + --max-duration 600 \ + --decoding-method $m + done + done + done + + +.. tip:: + + Supporting decoding methods are as follows: + + - ``greedy_search`` : It takes the symbol with largest posterior probability + of each frame as the decoding result. + + - ``beam_search`` : It implements Algorithm 1 in https://arxiv.org/pdf/1211.3711.pdf and + `espnet/nets/beam_search_transducer.py `_ + is used as a reference. Basicly, it keeps topk states for each frame, and expands the kept states with their own contexts to + next frame. + + - ``modified_beam_search`` : It implements the same algorithm as ``beam_search`` above, but it + runs in batch mode with ``--max-sym-per-frame=1`` being hardcoded. + + - ``fast_beam_search`` : It implements graph composition between the output ``log_probs`` and + given ``FSAs``. It is hard to describe the details in several lines of texts, you can read + our paper in https://arxiv.org/pdf/2211.00484.pdf or our `rnnt decode code in k2 `_. ``fast_beam_search`` can decode with ``FSAs`` on GPU efficiently. + + - ``fast_beam_search_LG`` : The same as ``fast_beam_search`` above, ``fast_beam_search`` uses + an trivial graph that has only one state, while ``fast_beam_search_LG`` uses an LG graph + (with N-gram LM). + + - ``fast_beam_search_nbest`` : It produces the decoding results as follows: + + - (1) Use ``fast_beam_search`` to get a lattice + - (2) Select ``num_paths`` paths from the lattice using ``k2.random_paths()`` + - (3) Unique the selected paths + - (4) Intersect the selected paths with the lattice and compute the + shortest path from the intersection result + - (5) The path with the largest score is used as the decoding output. + + - ``fast_beam_search_nbest_LG`` : It implements same logic as ``fast_beam_search_nbest``, the + only difference is that it uses ``fast_beam_search_LG`` to generate the lattice. + +.. NOTE:: + + The supporting decoding methods in ``streaming_decode.py`` might be less than that in ``decode.py``, if needed, + you can implement them by yourself or file a issue in `icefall `_ . + + +Export Model +------------ + +`pruned_transducer_stateless4/export.py `_ supports exporting checkpoints from ``pruned_transducer_stateless4/exp`` in the following ways. + +Export ``model.state_dict()`` +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +Checkpoints saved by ``pruned_transducer_stateless4/train.py`` also include +``optimizer.state_dict()``. It is useful for resuming training. But after training, +we are interested only in ``model.state_dict()``. You can use the following +command to extract ``model.state_dict()``. + +.. code-block:: bash + + # Assume that --epoch 25 --avg 3 produces the smallest WER + # (You can get such information after running ./pruned_transducer_stateless4/decode.py) + + epoch=25 + avg=3 + + ./pruned_transducer_stateless4/export.py \ + --exp-dir ./pruned_transducer_stateless4/exp \ + --streaming-model 1 \ + --causal-convolution 1 \ + --bpe-model data/lang_bpe_500/bpe.model \ + --epoch $epoch \ + --avg $avg + +.. caution:: + + ``--streaming-model`` and ``--causal-convolution`` require to be True to export + a streaming mdoel. + +It will generate a file ``./pruned_transducer_stateless4/exp/pretrained.pt``. + +.. hint:: + + To use the generated ``pretrained.pt`` for ``pruned_transducer_stateless4/decode.py``, + you can run: + + .. code-block:: bash + + cd pruned_transducer_stateless4/exp + ln -s pretrained.pt epoch-999.pt + + And then pass ``--epoch 999 --avg 1 --use-averaged-model 0`` to + ``./pruned_transducer_stateless4/decode.py``. + +To use the exported model with ``./pruned_transducer_stateless4/pretrained.py``, you +can run: + +.. code-block:: bash + + ./pruned_transducer_stateless4/pretrained.py \ + --checkpoint ./pruned_transducer_stateless4/exp/pretrained.pt \ + --simulate-streaming 1 \ + --causal-convolution 1 \ + --bpe-model ./data/lang_bpe_500/bpe.model \ + --method greedy_search \ + /path/to/foo.wav \ + /path/to/bar.wav + + +Export model using ``torch.jit.script()`` +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +.. code-block:: bash + + ./pruned_transducer_stateless4/export.py \ + --exp-dir ./pruned_transducer_stateless4/exp \ + --streaming-model 1 \ + --causal-convolution 1 \ + --bpe-model data/lang_bpe_500/bpe.model \ + --epoch 25 \ + --avg 3 \ + --jit 1 + +.. caution:: + + ``--streaming-model`` and ``--causal-convolution`` require to be True to export + a streaming mdoel. + +It will generate a file ``cpu_jit.pt`` in the given ``exp_dir``. You can later +load it by ``torch.jit.load("cpu_jit.pt")``. + +Note ``cpu`` in the name ``cpu_jit.pt`` means the parameters when loaded into Python +are on CPU. You can use ``to("cuda")`` to move them to a CUDA device. + +.. NOTE:: + + You will need this ``cpu_jit.pt`` when deploying with Sherpa framework. + + +Download pretrained models +-------------------------- + +If you don't want to train from scratch, you can download the pretrained models +by visiting the following links: + + - `pruned_transducer_stateless `_ + + - `pruned_transducer_stateless2 `_ + + - `pruned_transducer_stateless4 `_ + + - `pruned_transducer_stateless5 `_ + + See ``_ + for the details of the above pretrained models + + +Deploy with Sherpa +------------------ + +Please see ``_ +for how to deploy the models in ``sherpa``. diff --git a/docs/source/recipes/index.rst b/docs/source/recipes/index.rst index 9d1d83d29..63793275c 100644 --- a/docs/source/recipes/index.rst +++ b/docs/source/recipes/index.rst @@ -13,7 +13,5 @@ We may add recipes for other tasks as well in the future. :maxdepth: 2 :caption: Table of Contents - aishell/index - librispeech/index - timit/index - yesno/index + Non-streaming-ASR/index + Streaming-ASR/index