code: def test_tiny_timestamp_generation(self):
      processor = WhisperProcessor.from_pretrained(
          "openai/whisper-tiny"
      )
      model = FlaxWhisperForConditionalGeneration.from_pretrained(
          "openai/whisper-tiny"
      )
  
      input_speech = np.concatenate(self._load_datasamples(4))
      input_features = processor.feature_extractor(
          raw_speech=input_speech, return_tensors="jax"
      ).input_features
  
      generate_fn = jax.jit(
          functools.partial(
              model.generate, max_length=448, return_timestamps=True
          )
      )
  
      generated_ids = generate_fn(input_features)
  
      EXPECTED_OUTPUT = np.array([50258, 50259, 50359, 50364, 2221, 13, 2326, 388, 391, 307, 264, 50244, 295, 264, 2808, 5359, 11, 293, 321, 366, 5404, 281, 2928, 702, 14943, 13, 50692, 50692, 6966, 307, 2221, 13, 2326, 388, 391, 311, 9060, 1570, 1880, 813, 702, 1871, 13, 50926, 50926, 634, 5112, 505, 300, 412, 341, 42729, 3196, 295, 264, 1064, 11, 365, 5272, 293, 12904, 9256, 450, 10539, 51208, 51208, 949, 505, 11, 14138, 10117, 490, 3936, 293, 1080, 3542, 5160, 881, 26336, 281, 264, 1575, 13, 51552, 51552, 634, 575, 12525, 22618, 1968, 6144, 35617, 7354, 1292, 6, 589, 307, 534, 10281, 934, 439, 11, 293, 51836, 51836, 50257])  # fmt: skip
  
      self.assertTrue(np.allclose(generated_ids, EXPECTED_OUTPUT))
  
      EXPECTED_TRANSCRIPT = [
          {
              "text": (
                  " Mr. Quilter is the apostle of the middle classes, and we are glad to welcome his gospel. Nor is"
                  " Mr. Quilter's manner less interesting than his matter. He tells us that at this festive season"
                  " of the year, with Christmas and roast beef looming before us, similarly drawn from eating and"
                  " its results occur most readily to the mind. He has grave doubts whether Sir Frederick Latins'"
                  " work is really Greek after all, and"
              ),
              "offsets": [
                  {
                      "text": (
                          " Mr. Quilter is the apostle of the middle classes, and we are glad to welcome his gospel."
                      ),
                      "timestamp": (0.0, 6.5600000000000005),
                  },
                  {
                      "text": " Nor is Mr. Quilter's manner less interesting than his matter.",
                      "timestamp": (6.5600000000000005, 11.24),
                  },
                  {
                      "text": (
                          " He tells us that at this festive season of the year, with Christmas and roast beef"
                          " looming"
                      ),
                      "timestamp": (11.24, 16.88),
                  },
                  {
                      "text": (
                          " before us, similarly drawn from eating and its results occur most readily to the mind."
                      ),
                      "timestamp": (16.88, 23.76),
                  },
                  {
                      "text": (
                          " He has grave doubts whether Sir Frederick Latins' work is really Greek after all, and"
                      ),
                      "timestamp": (23.76, 29.44),
                  },
              ],
          }
      ]
  
      transcript = processor.batch_decode(
          generated_ids, skip_special_tokens=True, output_offsets=True
      )
      self.assertEqual(transcript, EXPECTED_TRANSCRIPT)
  
imports: import functools
  import inspect
  import tempfile
  import unittest
  import transformers
  from transformers import WhisperConfig, is_flax_available
  from transformers.testing_utils import is_pt_flax_cross_test, require_flax, slow
  from transformers.utils import cached_property
  from transformers.utils.import_utils import is_datasets_available
  from ...test_configuration_common import ConfigTester
  from ...test_modeling_flax_common import FlaxModelTesterMixin, floats_tensor
label_desc: Use image node_id 12 for calling the FlaxWhisperModelIntegrationTest obj's underlying member method code with example usage: obj.test_tiny_timestamp_generation() without return types