自动语音翻译 seamless

资源文件列表(大概)

文件名

大小

seamless_communication-main/

seamless_communication-main/.gitignore

1.82KB

seamless_communication-main/.gitmodules

84B

seamless_communication-main/.pre-commit-config.yaml

360B

seamless_communication-main/23-11_SEAMLESS_BlogHero_11.17.jpg

287.93KB

seamless_communication-main/ACCEPTABLE_USE_POLICY

4.84KB

seamless_communication-main/CODE_OF_CONDUCT.md

3.45KB

seamless_communication-main/CONTRIBUTING.md

1.49KB

seamless_communication-main/LICENSE

18.88KB

seamless_communication-main/MIT_LICENSE

1.06KB

seamless_communication-main/README.md

22.85KB

seamless_communication-main/SEAMLESS_LICENSE

9.8KB

seamless_communication-main/Seamless_Tutorial.ipynb

8.47MB

seamless_communication-main/demo/

seamless_communication-main/demo/.gitignore

seamless_communication-main/demo/dino_pretssel/

seamless_communication-main/demo/dino_pretssel/audios/

seamless_communication-main/demo/dino_pretssel/audios/employee_eng_spa/

seamless_communication-main/demo/dino_pretssel/audios/employee_eng_spa/dinopretssel/

seamless_communication-main/demo/dino_pretssel/audios/employee_eng_spa/dinopretssel/clean_spk1_default_00240_pred.wav

211.92KB

seamless_communication-main/demo/dino_pretssel/audios/employee_eng_spa/dinopretssel/clean_spk2_default_00026_pred.wav

180.04KB

seamless_communication-main/demo/dino_pretssel/audios/employee_eng_spa/dinopretssel/noisy_spk1_default_00240_pred.wav

174.42KB

seamless_communication-main/demo/dino_pretssel/audios/employee_eng_spa/dinopretssel/noisy_spk2_default_00026_pred.wav

126.61KB

seamless_communication-main/demo/dino_pretssel/audios/employee_eng_spa/pretssel+denoiser/

seamless_communication-main/demo/dino_pretssel/audios/employee_eng_spa/pretssel+denoiser/clean_spk1_default_00240_pred.wav

211.92KB

seamless_communication-main/demo/dino_pretssel/audios/employee_eng_spa/pretssel+denoiser/clean_spk2_default_00026_pred.wav

180.04KB

seamless_communication-main/demo/dino_pretssel/audios/employee_eng_spa/pretssel+denoiser/noisy_spk1_default_00240_pred.wav

174.42KB

seamless_communication-main/demo/dino_pretssel/audios/employee_eng_spa/pretssel+denoiser/noisy_spk2_default_00026_pred.wav

126.61KB

seamless_communication-main/demo/dino_pretssel/audios/employee_eng_spa/pretssel/

seamless_communication-main/demo/dino_pretssel/audios/employee_eng_spa/pretssel/clean_spk1_default_00240_pred.wav

211.92KB

seamless_communication-main/demo/dino_pretssel/audios/employee_eng_spa/pretssel/clean_spk2_default_00026_pred.wav

180.04KB

seamless_communication-main/demo/dino_pretssel/audios/employee_eng_spa/pretssel/noisy_spk1_default_00240_pred.wav

174.42KB

seamless_communication-main/demo/dino_pretssel/audios/employee_eng_spa/pretssel/noisy_spk2_default_00026_pred.wav

126.61KB

seamless_communication-main/demo/dino_pretssel/audios/employee_eng_spa/ref/

seamless_communication-main/demo/dino_pretssel/audios/employee_eng_spa/ref/clean_spk1_default_00240.wav

119.04KB

seamless_communication-main/demo/dino_pretssel/audios/employee_eng_spa/ref/clean_spk2_default_00026.wav

97.04KB

seamless_communication-main/demo/dino_pretssel/audios/employee_eng_spa/ref/noisy_spk1_default_00240.wav

174KB

seamless_communication-main/demo/dino_pretssel/audios/employee_eng_spa/ref/noisy_spk2_default_00026.wav

105.04KB

seamless_communication-main/demo/dino_pretssel/audios/employee_spa_eng/

seamless_communication-main/demo/dino_pretssel/audios/employee_spa_eng/dinopretssel/

seamless_communication-main/demo/dino_pretssel/audios/employee_spa_eng/dinopretssel/clean_spk3_00032_pred.wav

134.11KB

seamless_communication-main/demo/dino_pretssel/audios/employee_spa_eng/dinopretssel/clean_spk4_00003_pred.wav

170.67KB

seamless_communication-main/demo/dino_pretssel/audios/employee_spa_eng/dinopretssel/noisy_spk3_00032_pred.wav

148.17KB

seamless_communication-main/demo/dino_pretssel/audios/employee_spa_eng/dinopretssel/noisy_spk4_00003_pred.wav

183.79KB

seamless_communication-main/demo/dino_pretssel/audios/employee_spa_eng/pretssel+denoiser/

seamless_communication-main/demo/dino_pretssel/audios/employee_spa_eng/pretssel+denoiser/clean_spk3_00032_pred.wav

134.11KB

seamless_communication-main/demo/dino_pretssel/audios/employee_spa_eng/pretssel+denoiser/clean_spk4_00003_pred.wav

170.67KB

seamless_communication-main/demo/dino_pretssel/audios/employee_spa_eng/pretssel+denoiser/noisy_spk3_00032_pred.wav

148.17KB

seamless_communication-main/demo/dino_pretssel/audios/employee_spa_eng/pretssel+denoiser/noisy_spk4_00003_pred.wav

183.79KB

seamless_communication-main/demo/dino_pretssel/audios/employee_spa_eng/pretssel/

seamless_communication-main/demo/dino_pretssel/audios/employee_spa_eng/pretssel/clean_spk3_00032_pred.wav

134.11KB

seamless_communication-main/demo/dino_pretssel/audios/employee_spa_eng/pretssel/clean_spk4_00003_pred.wav

170.67KB

seamless_communication-main/demo/dino_pretssel/audios/employee_spa_eng/pretssel/noisy_spk3_00032_pred.wav

148.17KB

seamless_communication-main/demo/dino_pretssel/audios/employee_spa_eng/pretssel/noisy_spk4_00003_pred.wav

183.79KB

seamless_communication-main/demo/dino_pretssel/audios/employee_spa_eng/ref/

seamless_communication-main/demo/dino_pretssel/audios/employee_spa_eng/ref/clean_spk3_00032.wav

124.04KB

seamless_communication-main/demo/dino_pretssel/audios/employee_spa_eng/ref/clean_spk4_00003.wav

109.04KB

seamless_communication-main/demo/dino_pretssel/audios/employee_spa_eng/ref/noisy_spk3_00032.wav

177.04KB

seamless_communication-main/demo/dino_pretssel/audios/employee_spa_eng/ref/noisy_spk4_00003.wav

130.04KB

seamless_communication-main/demo/dino_pretssel/audios/mdral_spa_eng/

seamless_communication-main/demo/dino_pretssel/audios/mdral_spa_eng/clean/

seamless_communication-main/demo/dino_pretssel/audios/mdral_spa_eng/clean/dinopretssel/

seamless_communication-main/demo/dino_pretssel/audios/mdral_spa_eng/clean/dinopretssel/005_#4.wav

88.17KB

seamless_communication-main/demo/dino_pretssel/audios/mdral_spa_eng/clean/dinopretssel/022_#41.wav

42.23KB

seamless_communication-main/demo/dino_pretssel/audios/mdral_spa_eng/clean/pretssel+denoiser/

seamless_communication-main/demo/dino_pretssel/audios/mdral_spa_eng/clean/pretssel+denoiser/005_#4.wav

88.17KB

seamless_communication-main/demo/dino_pretssel/audios/mdral_spa_eng/clean/pretssel+denoiser/022_#41.wav

42.23KB

seamless_communication-main/demo/dino_pretssel/audios/mdral_spa_eng/clean/pretssel/

seamless_communication-main/demo/dino_pretssel/audios/mdral_spa_eng/clean/pretssel/005_#4.wav

88.17KB

seamless_communication-main/demo/dino_pretssel/audios/mdral_spa_eng/clean/pretssel/022_#41.wav

42.23KB

seamless_communication-main/demo/dino_pretssel/audios/mdral_spa_eng/clean/ref/

seamless_communication-main/demo/dino_pretssel/audios/mdral_spa_eng/clean/ref/005_#4.wav

67.54KB

seamless_communication-main/demo/dino_pretssel/audios/mdral_spa_eng/clean/ref/022_#41.wav

41.92KB

seamless_communication-main/demo/dino_pretssel/audios/mdral_spa_eng/noisy/

seamless_communication-main/demo/dino_pretssel/audios/mdral_spa_eng/noisy/dinopretssel/

seamless_communication-main/demo/dino_pretssel/audios/mdral_spa_eng/noisy/dinopretssel/005_#4.wav

72.23KB

seamless_communication-main/demo/dino_pretssel/audios/mdral_spa_eng/noisy/dinopretssel/022_#41.wav

50.67KB

seamless_communication-main/demo/dino_pretssel/audios/mdral_spa_eng/noisy/pretssel+denoiser/

seamless_communication-main/demo/dino_pretssel/audios/mdral_spa_eng/noisy/pretssel+denoiser/005_#4.wav

72.23KB

seamless_communication-main/demo/dino_pretssel/audios/mdral_spa_eng/noisy/pretssel+denoiser/022_#41.wav

50.67KB

seamless_communication-main/demo/dino_pretssel/audios/mdral_spa_eng/noisy/pretssel/

seamless_communication-main/demo/dino_pretssel/audios/mdral_spa_eng/noisy/pretssel/005_#4.wav

72.23KB

seamless_communication-main/demo/dino_pretssel/audios/mdral_spa_eng/noisy/pretssel/022_#41.wav

50.67KB

seamless_communication-main/demo/dino_pretssel/audios/mdral_spa_eng/noisy/ref/

seamless_communication-main/demo/dino_pretssel/audios/mdral_spa_eng/noisy/ref/005_#4.wav

67.54KB

seamless_communication-main/demo/dino_pretssel/audios/mdral_spa_eng/noisy/ref/022_#41.wav

41.92KB

seamless_communication-main/demo/dino_pretssel/audios/mexpresso_eng_spa/

seamless_communication-main/demo/dino_pretssel/audios/mexpresso_eng_spa/clean/

seamless_communication-main/demo/dino_pretssel/audios/mexpresso_eng_spa/clean/dinopretssel/

seamless_communication-main/demo/dino_pretssel/audios/mexpresso_eng_spa/clean/dinopretssel/s07_default_00066.wav

122.86KB

seamless_communication-main/demo/dino_pretssel/audios/mexpresso_eng_spa/clean/dinopretssel/s08_default_00020.wav

134.11KB

seamless_communication-main/demo/dino_pretssel/audios/mexpresso_eng_spa/clean/pretssel+denoiser/

seamless_communication-main/demo/dino_pretssel/audios/mexpresso_eng_spa/clean/pretssel+denoiser/s07_default_00066.wav

122.86KB

seamless_communication-main/demo/dino_pretssel/audios/mexpresso_eng_spa/clean/pretssel+denoiser/s08_default_00020.wav

134.11KB

seamless_communication-main/demo/dino_pretssel/audios/mexpresso_eng_spa/clean/pretssel/

seamless_communication-main/demo/dino_pretssel/audios/mexpresso_eng_spa/clean/pretssel/s07_default_00066.wav

122.86KB

seamless_communication-main/demo/dino_pretssel/audios/mexpresso_eng_spa/clean/pretssel/s08_default_00020.wav

134.11KB

seamless_communication-main/demo/dino_pretssel/audios/mexpresso_eng_spa/clean/ref/

seamless_communication-main/demo/dino_pretssel/audios/mexpresso_eng_spa/clean/ref/s07_default_00066.wav

65.87KB

seamless_communication-main/demo/dino_pretssel/audios/mexpresso_eng_spa/clean/ref/s08_default_00020.wav

79.25KB

seamless_communication-main/demo/dino_pretssel/audios/mexpresso_eng_spa/noisy/

seamless_communication-main/demo/dino_pretssel/audios/mexpresso_eng_spa/noisy/dinopretssel/

seamless_communication-main/demo/dino_pretssel/audios/mexpresso_eng_spa/noisy/dinopretssel/s07_default_00066.wav

91.92KB

seamless_communication-main/demo/dino_pretssel/audios/mexpresso_eng_spa/noisy/dinopretssel/s08_default_00020.wav

103.17KB

seamless_communication-main/demo/dino_pretssel/audios/mexpresso_eng_spa/noisy/pretssel+denoiser/

seamless_communication-main/demo/dino_pretssel/audios/mexpresso_eng_spa/noisy/pretssel+denoiser/s07_default_00066.wav

91.92KB

seamless_communication-main/demo/dino_pretssel/audios/mexpresso_eng_spa/noisy/pretssel+denoiser/s08_default_00020.wav

103.17KB

seamless_communication-main/demo/dino_pretssel/audios/mexpresso_eng_spa/noisy/pretssel/

seamless_communication-main/demo/dino_pretssel/audios/mexpresso_eng_spa/noisy/pretssel/s07_default_00066.wav

91.92KB

seamless_communication-main/demo/dino_pretssel/audios/mexpresso_eng_spa/noisy/pretssel/s08_default_00020.wav

103.17KB

seamless_communication-main/demo/dino_pretssel/audios/mexpresso_eng_spa/noisy/ref/

seamless_communication-main/demo/dino_pretssel/audios/mexpresso_eng_spa/noisy/ref/s07_default_00066.wav

65.87KB

seamless_communication-main/demo/dino_pretssel/audios/mexpresso_eng_spa/noisy/ref/s08_default_00020.wav

79.25KB

seamless_communication-main/demo/dino_pretssel/index.html

52.92KB

seamless_communication-main/demo/dino_pretssel/jquery-3.5.js

87.39KB

seamless_communication-main/demo/dino_pretssel/styles.css

7.14KB

seamless_communication-main/demo/dino_pretssel/wavesurfer.js

194.73KB

seamless_communication-main/demo/expressive/

seamless_communication-main/demo/expressive/app.py

8.87KB

seamless_communication-main/demo/expressive/requirements.txt

78B

seamless_communication-main/demo/expressive/utils.py

2.35KB

seamless_communication-main/demo/m4tv1/

seamless_communication-main/demo/m4tv1/app.py

19.13KB

seamless_communication-main/demo/m4tv1/requirements.txt

112B

seamless_communication-main/demo/m4tv2/

seamless_communication-main/demo/m4tv2/app.py

12KB

seamless_communication-main/demo/m4tv2/lang_list.py

4.47KB

seamless_communication-main/demo/m4tv2/requirements.txt

78B

seamless_communication-main/dev_requirements.txt

53B

seamless_communication-main/docs/

seamless_communication-main/docs/expressive/

seamless_communication-main/docs/expressive/README.md

9.68KB

seamless_communication-main/docs/expressive/seamless_align_expressive_README.md

2.18KB

seamless_communication-main/docs/expressive/seamlessexpressive_arch.jpg

179.33KB

seamless_communication-main/docs/m4t/

seamless_communication-main/docs/m4t/README.md

20.43KB

seamless_communication-main/docs/m4t/en_alignment.png

137.85KB

seamless_communication-main/docs/m4t/on_device_README.md

3.11KB

seamless_communication-main/docs/m4t/ru_alignment.png

119.61KB

seamless_communication-main/docs/m4t/seamless_align_README.md

32.92KB

seamless_communication-main/docs/m4t/seamlessm4t_arch.svg

48.9KB

seamless_communication-main/docs/m4t/unity2_aligner_README.md

3.3KB

seamless_communication-main/docs/streaming/

seamless_communication-main/docs/streaming/README.md

3.36KB

seamless_communication-main/docs/streaming/streaming_arch.png

166.3KB

seamless_communication-main/ggml/

seamless_communication-main/ggml/CMakeLists.txt

6.69KB

seamless_communication-main/ggml/LICENSE

1.05KB

seamless_communication-main/ggml/Makefile

1.34KB

seamless_communication-main/ggml/README.md

2.93KB

seamless_communication-main/ggml/build.zig

4.65KB

seamless_communication-main/ggml/ci/

seamless_communication-main/ggml/ci/run.sh

6.1KB

seamless_communication-main/ggml/cmake/

seamless_communication-main/ggml/cmake/BuildTypes.cmake

1.99KB

seamless_communication-main/ggml/cmake/GitVars.cmake

717B

seamless_communication-main/ggml/ctypes_utils.py

2.61KB

seamless_communication-main/ggml/examples/

seamless_communication-main/ggml/examples/CMakeLists.txt

612B

seamless_communication-main/ggml/examples/common-ggml.cpp

8.47KB

seamless_communication-main/ggml/examples/common-ggml.h

410B

seamless_communication-main/ggml/examples/common.cpp

27.06KB

seamless_communication-main/ggml/examples/common.h

5.17KB

seamless_communication-main/ggml/examples/dr_wav.h

235.7KB

seamless_communication-main/ggml/examples/kaldi-native-fbank/

seamless_communication-main/ggml/examples/kaldi-native-fbank/CMakeLists.txt

182B

seamless_communication-main/ggml/examples/kaldi-native-fbank/csrc/

seamless_communication-main/ggml/examples/kaldi-native-fbank/csrc/CMakeLists.txt

2.05KB

seamless_communication-main/ggml/examples/kaldi-native-fbank/csrc/feature-fbank.cc

3.86KB

seamless_communication-main/ggml/examples/kaldi-native-fbank/csrc/feature-fbank.h

4.39KB

seamless_communication-main/ggml/examples/kaldi-native-fbank/csrc/feature-functions.cc

1.54KB

seamless_communication-main/ggml/examples/kaldi-native-fbank/csrc/feature-functions.h

1.5KB

seamless_communication-main/ggml/examples/kaldi-native-fbank/csrc/feature-window.cc

7.92KB

seamless_communication-main/ggml/examples/kaldi-native-fbank/csrc/feature-window.h

6.67KB

seamless_communication-main/ggml/examples/kaldi-native-fbank/csrc/fftsg.c

78.35KB

seamless_communication-main/ggml/examples/kaldi-native-fbank/csrc/log.cc

4.38KB

seamless_communication-main/ggml/examples/kaldi-native-fbank/csrc/log.h

11.02KB

seamless_communication-main/ggml/examples/kaldi-native-fbank/csrc/mel-computations.cc

9.42KB

seamless_communication-main/ggml/examples/kaldi-native-fbank/csrc/mel-computations.h

3.89KB

seamless_communication-main/ggml/examples/kaldi-native-fbank/csrc/online-feature.cc

5.26KB

seamless_communication-main/ggml/examples/kaldi-native-fbank/csrc/online-feature.h

5.27KB

seamless_communication-main/ggml/examples/kaldi-native-fbank/csrc/rfft.cc

1.68KB

seamless_communication-main/ggml/examples/kaldi-native-fbank/csrc/rfft.h

1.56KB

seamless_communication-main/ggml/examples/python/

seamless_communication-main/ggml/examples/python/README.md

4.71KB

seamless_communication-main/ggml/examples/python/api.h

411B

seamless_communication-main/ggml/examples/python/example_add_quant.py

853B

seamless_communication-main/ggml/examples/python/example_test_all_quants.py

1.9KB

seamless_communication-main/ggml/examples/python/ggml/

seamless_communication-main/ggml/examples/python/ggml/__init__.py

1.87KB

seamless_communication-main/ggml/examples/python/ggml/__init__.pyi

93.12KB

seamless_communication-main/ggml/examples/python/ggml/cffi.py

50.37KB

seamless_communication-main/ggml/examples/python/ggml/ffi/

seamless_communication-main/ggml/examples/python/ggml/ffi/__init__.pyi

60B

seamless_communication-main/ggml/examples/python/ggml/utils.py

8.75KB

seamless_communication-main/ggml/examples/python/regenerate.py

2.09KB

seamless_communication-main/ggml/examples/python/stubs.py

4.41KB

seamless_communication-main/ggml/examples/python/test_tensor.py

9.28KB

seamless_communication-main/ggml/examples/unity/

seamless_communication-main/ggml/examples/unity/CMakeLists.txt

948B

seamless_communication-main/ggml/examples/unity/fairseq2.cpp

69.8KB

seamless_communication-main/ggml/examples/unity/fairseq2.h

9.78KB

seamless_communication-main/ggml/examples/unity/lib/

seamless_communication-main/ggml/examples/unity/lib/unity_lib.cpp

7.9KB

seamless_communication-main/ggml/examples/unity/lib/unity_lib.h

1.29KB

seamless_communication-main/ggml/examples/unity/model_loader.cpp

7.81KB

seamless_communication-main/ggml/examples/unity/model_loader.h

912B

seamless_communication-main/ggml/examples/unity/unity.cpp

7.81KB

seamless_communication-main/ggml/ggml.pc.in

241B

seamless_communication-main/ggml/ggml.py

15.78KB

seamless_communication-main/ggml/ggml_convert.py

25.16KB

seamless_communication-main/ggml/include/

seamless_communication-main/ggml/include/ggml/

seamless_communication-main/ggml/include/ggml/ggml-alloc.h

3.76KB

seamless_communication-main/ggml/include/ggml/ggml-backend.h

8.4KB

seamless_communication-main/ggml/include/ggml/ggml.h

80.77KB

seamless_communication-main/ggml/mt.py

7.18KB

seamless_communication-main/ggml/requirements.txt

157B

seamless_communication-main/ggml/scripts/

seamless_communication-main/ggml/scripts/sync-llama.sh

929B

seamless_communication-main/ggml/scripts/sync-whisper.sh

1.26KB

seamless_communication-main/ggml/src/

seamless_communication-main/ggml/src/CMakeLists.txt

13.81KB

seamless_communication-main/ggml/src/ggml-alloc.c

27.75KB

seamless_communication-main/ggml/src/ggml-backend-impl.h

4.49KB

seamless_communication-main/ggml/src/ggml-backend.c

48.81KB

seamless_communication-main/ggml/src/ggml-cuda.cu

250.53KB

seamless_communication-main/ggml/src/ggml-cuda.h

1.68KB

seamless_communication-main/ggml/src/ggml-impl.h

7.21KB

seamless_communication-main/ggml/src/ggml-metal.h

3.34KB

seamless_communication-main/ggml/src/ggml-metal.m

60.64KB

seamless_communication-main/ggml/src/ggml-metal.metal

76.46KB

seamless_communication-main/ggml/src/ggml-opencl.cpp

67.24KB

seamless_communication-main/ggml/src/ggml-opencl.h

845B

seamless_communication-main/ggml/src/ggml-quants.c

284.4KB

seamless_communication-main/ggml/src/ggml-quants.h

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资源内容介绍

seamless

![](23-11_SEAMLESS_BlogHero_11.17.jpg)# Seamless IntroSeamless is a family of AI models that enable more natural and authentic communication across languages. SeamlessM4T is a massive multilingual multimodal machine translation model supporting around 100 languages. SeamlessM4T serves as foundation for SeamlessExpressive, a model that preserves elements of prosody and voice style across languages and SeamlessStreaming, a model supporting simultaneous translation and streaming ASR for around 100 languages. SeamlessExpressive and SeamlessStreaming are combined into Seamless, a unified model featuring multilinguality, real-time and expressive translations.## Links### Demos| | SeamlessM4T v2 | SeamlessExpressive | SeamlessStreaming || ---------------------- | ------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------ | -------------------------------------------------------------------------------------- || Demo | [SeamlessM4T v2 Demo](https://seamless.metademolab.com/m4t?utm_source=github&utm_medium=web&utm_campaign=seamless&utm_content=readme) | [SeamlessExpressive Demo](https://seamless.metademolab.com/expressive?utm_source=github&utm_medium=web&utm_campaign=seamless&utm_content=readme) | || HuggingFace Space Demo | [ð¤ SeamlessM4T v2 Space](https://huggingface.co/spaces/facebook/seamless-m4t-v2-large) | [ð¤ SeamlessExpressive Space](https://huggingface.co/spaces/facebook/seamless-expressive) | [ð¤ SeamlessStreaming Space](https://huggingface.co/spaces/facebook/seamless-streaming) |### Papers[Seamless](https://ai.facebook.com/research/publications/seamless-multilingual-expressive-and-streaming-speech-translation/)[EMMA](https://ai.meta.com/research/publications/efficient-monotonic-multihead-attention/)[SONAR](https://ai.meta.com/research/publications/sonar-expressive-zero-shot-expressive-speech-to-speech-translation/)### Blog[AI at Meta Blog](https://ai.meta.com/research/seamless-communication/)## TutorialAn exhaustive [tutorial](Seamless_Tutorial.ipynb) given at the NeurIPS 2023 - Seamless EXPO, which is a one-stop shop to learn how to use the entire suite of Seamless models. Please feel free to play with the notebook.## SeamlessM4TSeamlessM4T is our foundational all-in-one **M**assively **M**ultilingual and **M**ultimodal **M**achine **T**ranslation model delivering high-quality translation for speech and text in nearly 100 languages.SeamlessM4T models support the tasks of:- Speech-to-speech translation (S2ST)- Speech-to-text translation (S2TT)- Text-to-speech translation (T2ST)- Text-to-text translation (T2TT)- Automatic speech recognition (ASR):star2: We are releasing SeamlessM4T v2, an updated version with our novel *UnitY2* architecture. This new model improves over SeamlessM4T v1 in quality as well as inference latency in speech generation tasks.To learn more about the collection of SeamlessM4T models, the approach used in each, their language coverage and their performance, visit the [SeamlessM4T README](docs/m4t/README.md) or [ð¤ Model Card](https://huggingface.co/facebook/seamless-m4t-v2-large).> [!NOTE]> Seamless M4T is also available in the ð¤ Transformers library. Visit [this section](docs/m4t/README.md#transformers-usage) for more details.## SeamlessExpressiveSeamlessExpressive is a speech-to-speech translation model that captures certain underexplored aspects of prosody such as speech rate and pauses, while preserving the style of one's voice and high content translation quality.To learn more about SeamlessExpressive models, visit the [SeamlessExpressive README](docs/expressive/README.md) or [ð¤ Model Card](https://huggingface.co/facebook/seamless-expressive)## SeamlessStreamingSeamlessStreaming is a streaming translation model. The model supports speech as input modality and speech/text as output modalities.The SeamlessStreaming model supports the following tasks:- Speech-to-speech translation (S2ST)- Speech-to-text translation (S2TT)- Automatic speech recognition (ASR)To learn more about SeamlessStreaming models, visit the [SeamlessStreaming README](docs/streaming/README.md) or [ð¤ Model Card](https://huggingface.co/facebook/seamless-streaming)## SeamlessThe Seamless model is the unified model for expressive streaming speech-to-speech translations.## What's new- [12/18/2023] We are open-sourcing our Conformer-based [W2v-BERT 2.0 speech encoder](#w2v-bert-20-speech-encoder) as described in Section 3.2.1 of the [paper](https://arxiv.org/pdf/2312.05187.pdf), which is at the core of our Seamless models.- [12/14/2023] We are releasing the Seamless [tutorial](#tutorial) given at NeurIPS 2023.# Quick Start## Installation> [!NOTE]> One of the prerequisites is [fairseq2](https://github.com/facebookresearch/fairseq2) which has pre-built packages available only> for Linux x86-64 and Apple-silicon Mac computers. In addition it has a dependency on [libsndfile](https://github.com/libsndfile/libsndfile) which> might not be installed on your machine. If you experience any installation issues, please refer to its> [README](https://github.com/facebookresearch/fairseq2) for further instructions.```pip install .```> [!NOTE]> Transcribing inference audio for computing metric uses [Whisper](https://github.com/openai/whisper#setup), which is automatically installed. Whisper in turn requires the command-line tool [`ffmpeg`](https://ffmpeg.org/) to be installed on your system, which is available from most package managers.## Running inference### SeamlessM4T InferenceHereâs an example of using the CLI from the root directory to run inference.S2ST task:```bashm4t_predict <path_to_input_audio> --task s2st --tgt_lang <tgt_lang> --output_path <path_to_save_audio>```T2TT task:```bashm4t_predict <input_text> --task t2tt --tgt_lang <tgt_lang> --src_lang <src_lang>```Please refer to the [inference README](src/seamless_communication/cli/m4t/predict) for detailed instruction on how to run inference and the list of supported languages on the source, target sides for speech, text modalities.For running S2TT/ASR natively (without Python) using GGML, please refer to [the unity.cpp section](#unitycpp).### SeamlessExpressive Inference> [!NOTE]> Please check the [section](#seamlessexpressive-models) on how to download the model.Hereâs an example of using the CLI from the root directory to run inference.```bashexpressivity_predict <path_to_input_audio> --tgt_lang <tgt_lang> --model_name seamless_expressivity --vocoder_name vocoder_pretssel --output_path <path_to_save_audio>```### SeamlessStreaming and Seamless Inference[Streaming Evaluation README](src/seamless_communication/cli/streaming) has detailed instructions for running evaluations for the SeamlessStreaming and Seamless models. The CLI has an `--no-scoring` option that can be used to skip the scoring part and just run inference.Please check the inference [README](src/seamless_communication/inference) for more details.## Running SeamlessStreaming DemoYou can duplicate the [SeamlessStreaming HF space](https://huggingface.co/spaces/facebook/seamless-streaming?duplicate=true) to run the streaming demo.You can also run the demo loca

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