We lifted 14 functions out of this paper's own repositories and ran 4 of them in a sandbox. "Ran" means the function executed on a synthesized input and returned a value. It is not a reproduction of the paper's results.
| Repository | Role | Ran |
|---|---|---|
| CoraJung/flexible-input-slu | pwc_unofficial | 4 of 14 |
| Function | Status | Where it lives |
|---|---|---|
| flip | Ran | CoraJung/flexible-input-slu/acoustic_encoder/models.py code served (permissive licence) · get_code("b380f42b5b71cc47") |
| has_params | Ran | CoraJung/flexible-input-slu/acoustic_encoder/models.py code served (permissive licence) · get_code("29a834b140b9fee7") |
| rms_energy | Ran | CoraJung/flexible-input-slu/acoustic_encoder/data.py code served (permissive licence) · get_code("fdfd505e22326547") |
| sinc | Ran | CoraJung/flexible-input-slu/acoustic_encoder/models.py code served (permissive licence) · get_code("be70acdc3215c288") |
| default_collate_classifier | Not yet run | CoraJung/flexible-input-slu/bert/data.py code served (permissive licence) · get_code("12c08d988234dfcb") |
| default_collate_classifier | Not yet run | CoraJung/flexible-input-slu/dataloader/data.py code served (permissive licence) · get_code("e09d42223ae82760") |
| default_collate_seq2seq | Not yet run | CoraJung/flexible-input-slu/dataloader/data.py code served (permissive licence) · get_code("b2808aa43c83d79e") |
| get_bert | Not yet run | CoraJung/flexible-input-slu/bert/model.py code served (permissive licence) · get_code("dade71e1823273d4") |
| get_dataloaders | Not yet run | CoraJung/flexible-input-slu/bert/data.py code served (permissive licence) · get_code("add880586a716006") |
| get_fc | Not yet run | CoraJung/flexible-input-slu/models/layers.py code served (permissive licence) · get_code("9600c2d6b16516f9") |
| is_frozen | Not yet run | CoraJung/flexible-input-slu/models/model_combined.py code served (permissive licence) · get_code("114baed36a3d5bbb") |
| read_config | Not yet run | CoraJung/flexible-input-slu/acoustic_encoder/data.py code served (permissive licence) · get_code("75964abf8b190651") |
| read_data | Not yet run | CoraJung/flexible-input-slu/bert/data.py code served (permissive licence) · get_code("971b9188e26e1f10") |
| triplet_getter | Not yet run | CoraJung/flexible-input-slu/dataloader/data.py code served (permissive licence) · get_code("5acc290819163ceb") |
Some links come from the archived Papers with Code dataset (CC BY-SA 4.0): attribution and licence.
We consider the problem of performing Spoken Language Understanding (SLU) on small devices typical of IoT applications. Our contributions are twofold. First, we outline the design of an embedded, private-by-design SLU system and show that it has performance on par with cloud-based commercial solutions. Second, we release the datasets used in our experiments in the interest of reproducibility and in the hope that they can prove useful to the SLU community.
The same record, over MCP at https://syntology.ai/mcp:
get_harvested_code_for_paper("1810.12735")
get_code_for_paper("1810.12735")
have("1810.12735")
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